DataFrame
NO COMPARISON TARGET
1000
ROWS
0
DUPLICATES
1.3 MB
RAM
54
FEATURES
15
CATEGORICAL
39
NUMERICAL
0
TEXT
2.3.1
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
Age
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
864
(86%)
ZEROES:
---
MAX
59.4
95%
56.2
Q3
48.2
MEDIAN
39.0
AVG
38.2
Q1
28.0
5%
19.4
MIN
18.0
RANGE
41.4
IQR
20.2
STD
11.8
VAR
140
KURT.
-1.17
SKEW
-0.046
SUM
38,222
2
Gender
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
3
Weight (kg)
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
924
(92%)
ZEROES:
---
MAX
130.2
95%
120.2
Q3
86.4
AVG
74.9
MEDIAN
71.1
Q1
59.1
5%
45.2
MIN
39.9
RANGE
90.3
IQR
27.3
STD
21.4
VAR
459
KURT.
-0.134
SKEW
0.730
SUM
74,900
4
Height (m)
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
51
(5%)
ZEROES:
---
MAX
2.000
95%
1.950
Q3
1.800
AVG
1.725
MEDIAN
1.720
Q1
1.620
5%
1.530
MIN
1.500
RANGE
0.500
IQR
0.180
STD
0.126
VAR
0.016
KURT.
-0.671
SKEW
0.357
SUM
1,725
5
Max_BPM
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
850
(85%)
ZEROES:
---
MAX
199.5
95%
197.9
Q3
189.2
MEDIAN
180.0
AVG
180.0
Q1
170.8
5%
161.7
MIN
159.6
RANGE
39.8
IQR
18.4
STD
11.3
VAR
127
KURT.
-1.11
SKEW
-0.010
SUM
180k
6
Avg_BPM
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
891
(89%)
ZEROES:
---
MAX
169.2
95%
166.7
Q3
155.8
AVG
143.0
MEDIAN
141.9
Q1
130.6
5%
121.3
MIN
119.4
RANGE
49.8
IQR
25.3
STD
14.4
VAR
208
KURT.
-1.20
SKEW
0.163
SUM
143k
7
Resting_BPM
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
707
(71%)
ZEROES:
---
MAX
74.3
95%
73.1
Q3
68.1
AVG
62.1
MEDIAN
62.1
Q1
55.9
5%
50.3
MIN
49.7
RANGE
24.6
IQR
12.2
STD
7.28
VAR
53.0
KURT.
-1.20
SKEW
-0.067
SUM
62,099
8
Session_Duration (hours)
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
147
(15%)
ZEROES:
---
MAX
2.00
95%
1.87
Q3
1.46
MEDIAN
1.28
AVG
1.27
Q1
1.06
5%
0.68
MIN
0.49
RANGE
1.51
IQR
0.400
STD
0.334
VAR
0.112
KURT.
-0.313
SKEW
0.004
SUM
1,270
9
Calories_Burned
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
859
(86%)
ZEROES:
---
MAX
2,864
95%
2,193
Q3
1,580
AVG
1,282
MEDIAN
1,217
Q1
914
5%
586
MIN
324
RANGE
2,540
IQR
666
STD
504
VAR
254k
KURT.
0.225
SKEW
0.664
SUM
1.3M
10
Workout_Type
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
11
Fat_Percentage
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
921
(92%)
ZEROES:
---
MAX
35.0
95%
35.0
Q3
30.0
AVG
26.3
MEDIAN
25.8
Q1
22.7
5%
18.8
MIN
12.9
RANGE
22.1
IQR
7.29
STD
4.98
VAR
24.8
KURT.
-0.798
SKEW
0.112
SUM
26,324
12
Water_Intake (liters)
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
136
(14%)
ZEROES:
---
MAX
3.73
95%
3.52
Q3
3.20
AVG
2.63
MEDIAN
2.61
Q1
2.12
5%
1.61
MIN
1.47
RANGE
2.26
IQR
1.08
STD
0.618
VAR
0.382
KURT.
-1.08
SKEW
0.054
SUM
2,626
13
Workout_Frequency (days/week)
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
43
(4%)
ZEROES:
---
MAX
5.04
95%
5.00
Q3
4.01
AVG
3.38
MEDIAN
3.02
Q1
2.98
5%
1.99
MIN
1.95
RANGE
3.09
IQR
1.03
STD
0.911
VAR
0.829
KURT.
-0.821
SKEW
0.057
SUM
3,376
14
Experience_Level
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
26
(3%)
ZEROES:
---
MAX
3.04
95%
3.01
Q3
2.02
MEDIAN
1.99
AVG
1.83
Q1
1.00
5%
1.00
MIN
1.00
RANGE
2.04
IQR
1.02
STD
0.733
VAR
0.537
KURT.
-1.10
SKEW
0.294
SUM
1,826
15
BMI
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
799
(80%)
ZEROES:
---
MAX
50.2
95%
37.8
Q3
28.8
AVG
25.2
MEDIAN
24.4
Q1
20.4
5%
15.5
MIN
12.0
RANGE
38.2
IQR
8.45
STD
6.63
VAR
43.9
KURT.
0.711
SKEW
0.761
SUM
25,173
16
Daily meals frequency
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
26
(3%)
ZEROES:
---
MAX
4.03
95%
4.01
Q3
3.01
MEDIAN
3.00
AVG
2.87
Q1
2.02
5%
1.99
MIN
1.96
RANGE
2.07
IQR
0.990
STD
0.652
VAR
0.425
KURT.
-0.678
SKEW
0.142
SUM
2,869
17
Physical exercise
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
53
(5%)
ZEROES:
163
(16%)
MAX
4.04
95%
3.00
Q3
0.04
AVG
0.48
MEDIAN
0.01
Q1
-0.01
5%
-0.03
MIN
-0.07
RANGE
4.11
IQR
0.050
STD
1.02
VAR
1.04
KURT.
4.34
SKEW
2.28
SUM
477
18
Carbs
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
972
(97%)
ZEROES:
---
MAX
462
95%
362
Q3
285
AVG
253
MEDIAN
245
Q1
212
5%
173
MIN
140
RANGE
322
IQR
73.0
STD
55.2
VAR
3,045
KURT.
0.627
SKEW
0.735
SUM
253k
19
Proteins
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
935
(94%)
ZEROES:
---
MAX
184
95%
144
Q3
114
AVG
101
MEDIAN
98
Q1
85
5%
69
MIN
56
RANGE
128
IQR
29.2
STD
22.0
VAR
486
KURT.
0.638
SKEW
0.738
SUM
101k
20
Fats
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
894
(89%)
ZEROES:
---
MAX
123.3
95%
96.4
Q3
75.9
AVG
67.5
MEDIAN
65.4
Q1
56.4
5%
46.3
MIN
37.3
RANGE
86.0
IQR
19.5
STD
14.7
VAR
217
KURT.
0.641
SKEW
0.738
SUM
67,539
21
Calories
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
765
(76%)
ZEROES:
---
MAX
3,542
95%
3,160
Q3
2,406
AVG
2,057
MEDIAN
1,966
Q1
1,659
5%
1,289
MIN
939
RANGE
2,603
IQR
747
STD
550
VAR
303k
KURT.
-0.271
SKEW
0.586
SUM
2.1M
22
meal_name
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
23
meal_type
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
24
diet_type
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
25
sugar_g
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
895
(90%)
ZEROES:
---
MAX
50.3
95%
46.9
Q3
38.4
MEDIAN
26.4
AVG
25.5
Q1
13.2
5%
2.2
MIN
-0.3
RANGE
50.5
IQR
25.3
STD
14.5
VAR
210
KURT.
-1.24
SKEW
-0.089
SUM
25,537
26
sodium_mg
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
996
(>99%)
ZEROES:
---
MAX
2,526
95%
2,394
Q3
1,835
MEDIAN
1,270
AVG
1,251
Q1
625
5%
128
MIN
37
RANGE
2,489
IQR
1,211
STD
715
VAR
511k
KURT.
-1.14
SKEW
0.021
SUM
1.3M
27
cholesterol_mg
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
984
(98%)
ZEROES:
---
MAX
301
95%
282
Q3
224
MEDIAN
152
AVG
149
Q1
72
5%
12
MIN
-1
RANGE
303
IQR
152
STD
86.8
VAR
7,537
KURT.
-1.19
SKEW
-0.074
SUM
149k
28
serving_size_g
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
983
(98%)
ZEROES:
---
MAX
502
95%
484
Q3
402
MEDIAN
311
AVG
307
Q1
207
5%
122
MIN
97
RANGE
405
IQR
194
STD
116
VAR
13,468
KURT.
-1.21
SKEW
-0.072
SUM
307k
29
cooking_method
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
30
prep_time_min
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
910
(91%)
ZEROES:
---
MAX
60.9
95%
57.9
Q3
48.2
MEDIAN
34.8
AVG
34.2
Q1
20.4
5%
8.1
MIN
4.5
RANGE
56.4
IQR
27.8
STD
16.4
VAR
270
KURT.
-1.25
SKEW
-0.124
SUM
34,178
31
cook_time_min
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
964
(96%)
ZEROES:
---
MAX
121
95%
113
Q3
86
AVG
59
MEDIAN
58
Q1
32
5%
11
MIN
4
RANGE
117
IQR
54.0
STD
32.4
VAR
1,053
KURT.
-1.13
SKEW
0.109
SUM
59,477
32
rating
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
342
(34%)
ZEROES:
---
MAX
5.03
95%
4.80
Q3
4.00
AVG
3.00
MEDIAN
3.00
Q1
1.99
5%
1.23
MIN
0.93
RANGE
4.10
IQR
2.01
STD
1.14
VAR
1.30
KURT.
-1.20
SKEW
0.001
SUM
3,002
33
Name of Exercise
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
55
(6%)
34
Sets
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
22
(2%)
ZEROES:
---
MAX
5.04
95%
5.02
Q3
5.00
AVG
4.44
MEDIAN
4.02
Q1
4.00
5%
3.97
MIN
2.98
RANGE
2.06
IQR
1.00
STD
0.582
VAR
0.339
KURT.
-0.699
SKEW
-0.461
SUM
4,439
35
Reps
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
348
(35%)
ZEROES:
---
MAX
25.2
95%
25.0
Q3
23.0
MEDIAN
20.0
AVG
19.7
Q1
16.9
5%
14.9
MIN
5.0
RANGE
20.2
IQR
6.02
STD
3.66
VAR
13.4
KURT.
0.070
SKEW
-0.513
SUM
19,744
36
Benefit
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
49
(5%)
37
Burns Calories (per 30 min)
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
896
(90%)
ZEROES:
---
MAX
381
95%
370
Q3
360
MEDIAN
348
AVG
343
Q1
337
5%
327
MIN
130
RANGE
251
IQR
22.7
STD
34.0
VAR
1,157
KURT.
16.2
SKEW
-3.79
SUM
343k
38
Target Muscle Group
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
36
(4%)
39
Equipment Needed
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
20
(2%)
40
Difficulty Level
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
41
Body Part
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
42
Type of Muscle
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
13
(1%)
43
Workout
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
53
(5%)
44
BMI_calc
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
992
(>99%)
ZEROES:
---
MAX
50.2
95%
37.8
Q3
28.8
AVG
25.2
MEDIAN
24.4
Q1
20.4
5%
15.5
MIN
12.0
RANGE
38.2
IQR
8.45
STD
6.63
VAR
43.9
KURT.
0.710
SKEW
0.761
SUM
25,173
45
cal_from_macros
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
1,000
(100%)
ZEROES:
---
MAX
3,695
95%
2,898
Q3
2,277
AVG
2,026
MEDIAN
1,959
Q1
1,692
5%
1,381
MIN
1,120
RANGE
2,576
IQR
586
STD
441
VAR
195k
KURT.
0.634
SKEW
0.737
SUM
2.0M
46
pct_carbs
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
1,000
(100%)
ZEROES:
---
MAX
0.505
95%
0.502
Q3
0.501
MEDIAN
0.500
AVG
0.500
Q1
0.499
5%
0.498
MIN
0.495
RANGE
0.010
IQR
0.002
STD
0.001
VAR
2.00e-6
KURT.
0.518
SKEW
-0.089
SUM
500
47
protein_per_kg
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
1,000
(100%)
ZEROES:
---
MAX
3.63
95%
2.43
Q3
1.77
AVG
1.46
MEDIAN
1.38
Q1
1.06
5%
0.75
MIN
0.53
RANGE
3.10
IQR
0.714
STD
0.527
VAR
0.277
KURT.
0.646
SKEW
0.838
SUM
1,464
48
pct_HRR
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
1,000
(100%)
ZEROES:
---
MAX
1.063
95%
0.967
Q3
0.785
AVG
0.693
MEDIAN
0.676
Q1
0.574
5%
0.490
MIN
0.385
RANGE
0.679
IQR
0.211
STD
0.144
VAR
0.021
KURT.
-0.499
SKEW
0.432
SUM
693
49
pct_maxHR
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
1,000
(100%)
ZEROES:
---
MAX
1.042
95%
0.979
Q3
0.861
AVG
0.798
MEDIAN
0.788
Q1
0.721
5%
0.663
MIN
0.602
RANGE
0.440
IQR
0.141
STD
0.096
VAR
0.009
KURT.
-0.583
SKEW
0.407
SUM
798
50
cal_balance
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
998
(>99%)
ZEROES:
---
MAX
2,853
95%
2,138
Q3
1,188
AVG
775
MEDIAN
729
Q1
311
5%
-312
MIN
-1,234
RANGE
4,088
IQR
877
STD
724
VAR
524k
KURT.
0.018
SKEW
0.302
SUM
775k
51
lean_mass_kg
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
1,000
(100%)
ZEROES:
---
MAX
87.0
95%
80.2
Q3
62.5
AVG
54.4
MEDIAN
52.0
Q1
44.9
5%
36.3
MIN
32.0
RANGE
55.0
IQR
17.6
STD
12.6
VAR
159
KURT.
-0.359
SKEW
0.579
SUM
54,351
52
expected_burn
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
995
(>99%)
ZEROES:
---
MAX
1,457
95%
1,308
Q3
1,018
MEDIAN
879
AVG
872
Q1
713
5%
443
MIN
306
RANGE
1,151
IQR
306
STD
247
VAR
61,237
KURT.
-0.435
SKEW
0.014
SUM
872k
53
Burns Calories (per 30 min)_bc
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
896
(90%)
ZEROES:
---
MAX
173380940.9T
95%
136244434.1T
Q3
109372713.7T
AVG
85730292.3T
MEDIAN
83168177.3T
Q1
64248548.1T
5%
49564077.7T
MIN
27792.2T
RANGE
173353148.7T
IQR
45124165.7T
STD
32086050.5T
VAR
1029514635019353804070977536.0T
KURT.
0.418
SKEW
-0.272
SUM
85730292311.4T
54
Burns_Calories_Bin
VALUES:
1,000
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Age
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sodium_mg
0.10
Daily meals frequency
0.07
Water_Intake (liters)
0.07
cook_time_min
-0.06
cal_balance
0.05
Burns Calories (per 30 min)_bc
0.05
Calories_Burned
-0.05
BMI_calc
0.05
BMI
0.05
Reps
-0.04
Burns Calories (per 30 min)
0.04
sugar_g
0.04
Experience_Level
-0.04
rating
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.25
Workout
0.23
Target Muscle Group
0.22
Benefit
0.21
Equipment Needed
0.15
cooking_method
0.11
Type of Muscle
0.10
Body Part
0.09
Workout_Type
0.09
Burns_Calories_Bin
0.07
meal_type
0.07
Gender
0.05
diet_type
0.05
Difficulty Level
0.02
MOST FREQUENT VALUES
18.0
15
1.5%
52.02
4
0.4%
23.11
4
0.4%
29.88
3
0.3%
25.99
3
0.3%
46.78
3
0.3%
53.88
3
0.3%
45.13
3
0.3%
33.05
3
0.3%
57.22
2
0.2%
21.99
2
0.2%
53.29
2
0.2%
23.86
2
0.2%
47.14
2
0.2%
18.82
2
0.2%
SMALLEST VALUES
18.0
15
1.5%
18.01
1
0.1%
18.02
1
0.1%
18.17
1
0.1%
18.21
1
0.1%
18.22
1
0.1%
18.23
1
0.1%
18.24
1
0.1%
18.29
1
0.1%
18.31
1
0.1%
18.37
1
0.1%
18.44
2
0.2%
18.5
1
0.1%
18.69
2
0.2%
18.77
1
0.1%
LARGEST VALUES
59.35
1
0.1%
59.31
1
0.1%
59.28
1
0.1%
59.25
1
0.1%
59.19
1
0.1%
59.15
1
0.1%
59.09
1
0.1%
59.08
1
0.1%
59.07
1
0.1%
59.06
1
0.1%
59.04
1
0.1%
59.03
1
0.1%
58.88
1
0.1%
58.86
1
0.1%
58.85
1
0.1%
Gender
MISSING:
---
TOP CATEGORIES
Male
505
50%
Female
495
50%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Gender
PROVIDES INFORMATION ON...
meal_name
1.00
Benefit
0.01
Workout
0.01
Name of Exercise
0.01
Target Muscle Group
0.01
Equipment Needed
0.00
Type of Muscle
0.00
cooking_method
0.00
Body Part
0.00
diet_type
0.00
Difficulty Level
0.00
Burns_Calories_Bin
0.00
meal_type
0.00
Workout_Type
0.00

THESE FEATURES
GIVE INFORMATION
ON Gender:
Benefit
0.05
Workout
0.04
Name of Exercise
0.03
Target Muscle Group
0.03
Equipment Needed
0.01
Type of Muscle
0.01
cooking_method
0.00
Body Part
0.00
diet_type
0.00
Burns_Calories_Bin
0.00
meal_type
0.00
Difficulty Level
0.00
Workout_Type
0.00
meal_name
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Gender
CORRELATION RATIO WITH...
pct_HRR
0.07
pct_maxHR
0.07
Avg_BPM
0.07
serving_size_g
0.05
prep_time_min
0.05
Age
0.05
rating
0.05
Daily meals frequency
0.04
sugar_g
0.04
pct_carbs
0.03
Burns Calories (per 30 min)
0.03
Experience_Level
0.03
Fats
0.03
cal_from_macros
0.03
Weight (kg)
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
lean_mass_kg
0.98
Calories
0.98
BMI
0.86
BMI_calc
0.86
Fat_Percentage
0.78
cal_balance
0.75
protein_per_kg
-0.74
Water_Intake (liters)
0.41
Height (m)
0.39
Burns Calories (per 30 min)_bc
0.26
Burns Calories (per 30 min)
0.12
prep_time_min
-0.08
Daily meals frequency
0.07
cholesterol_mg
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Burns_Calories_Bin
0.27
Name of Exercise
0.25
Target Muscle Group
0.21
Workout
0.19
Benefit
0.16
Equipment Needed
0.12
Type of Muscle
0.09
Body Part
0.07
cooking_method
0.07
Workout_Type
0.07
meal_type
0.07
diet_type
0.06
Difficulty Level
0.01
Gender
0.00
MOST FREQUENT VALUES
74.48
3
0.3%
63.87
3
0.3%
55.56
3
0.3%
63.23
3
0.3%
62.9
3
0.3%
78.05
3
0.3%
63.18
2
0.2%
78.57
2
0.2%
60.27
2
0.2%
103.48
2
0.2%
61.87
2
0.2%
68.52
2
0.2%
75.67
2
0.2%
125.31
2
0.2%
70.88
2
0.2%
SMALLEST VALUES
39.87
1
0.1%
40.39
1
0.1%
40.41
1
0.1%
40.46
1
0.1%
40.48
1
0.1%
40.97
1
0.1%
41.64
1
0.1%
41.65
1
0.1%
41.95
1
0.1%
42.26
1
0.1%
42.41
1
0.1%
42.45
1
0.1%
42.46
1
0.1%
42.47
1
0.1%
42.57
1
0.1%
LARGEST VALUES
130.2
1
0.1%
129.74
1
0.1%
128.64
1
0.1%
128.22
1
0.1%
128.1
1
0.1%
128.05
1
0.1%
128.03
1
0.1%
127.9
1
0.1%
127.85
1
0.1%
127.64
1
0.1%
127.52
1
0.1%
127.48
1
0.1%
127.35
1
0.1%
126.79
1
0.1%
126.65
1
0.1%
Height (m)
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
lean_mass_kg
0.51
Water_Intake (liters)
0.40
Calories
0.40
Weight (kg)
0.39
cal_balance
0.29
protein_per_kg
-0.27
BMI_calc
-0.13
BMI
-0.13
Fat_Percentage
-0.11
Burns Calories (per 30 min)_bc
0.07
serving_size_g
0.07
Avg_BPM
-0.06
Daily meals frequency
0.04
Max_BPM
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.22
Benefit
0.21
Workout
0.20
Target Muscle Group
0.18
Burns_Calories_Bin
0.11
Type of Muscle
0.11
Equipment Needed
0.11
Workout_Type
0.09
cooking_method
0.07
diet_type
0.06
Body Part
0.05
Difficulty Level
0.05
meal_type
0.03
Gender
0.01
MOST FREQUENT VALUES
1.62
51
5.1%
1.77
43
4.3%
1.76
39
3.9%
1.68
34
3.4%
1.61
34
3.4%
1.75
33
3.3%
1.66
33
3.3%
1.74
33
3.3%
1.6
32
3.2%
1.63
31
3.1%
1.72
31
3.1%
1.79
30
3.0%
1.71
29
2.9%
1.69
29
2.9%
1.67
26
2.6%
SMALLEST VALUES
1.5
13
1.3%
1.51
7
0.7%
1.52
18
1.8%
1.53
23
2.3%
1.54
7
0.7%
1.55
14
1.4%
1.56
9
0.9%
1.57
17
1.7%
1.58
20
2.0%
1.59
12
1.2%
1.6
32
3.2%
1.61
34
3.4%
1.62
51
5.1%
1.63
31
3.1%
1.64
22
2.2%
LARGEST VALUES
2.0
10
1.0%
1.99
15
1.5%
1.98
5
0.5%
1.97
2
0.2%
1.96
16
1.6%
1.95
20
2.0%
1.94
17
1.7%
1.93
13
1.3%
1.92
14
1.4%
1.91
11
1.1%
1.9
10
1.0%
1.89
8
0.8%
1.88
7
0.7%
1.87
12
1.2%
1.86
20
2.0%
Max_BPM
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pct_maxHR
-0.54
pct_HRR
-0.49
sugar_g
0.06
rating
-0.06
Resting_BPM
0.05
BMI_calc
0.05
BMI
0.05
Experience_Level
0.05
Fats
0.04
cal_from_macros
0.04
Proteins
0.04
Carbs
0.04
Height (m)
-0.04
cal_balance
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Benefit
0.24
Name of Exercise
0.23
Target Muscle Group
0.22
Workout
0.20
Equipment Needed
0.16
Workout_Type
0.09
Type of Muscle
0.09
meal_type
0.09
Body Part
0.07
Burns_Calories_Bin
0.06
diet_type
0.05
cooking_method
0.05
Difficulty Level
0.03
Gender
0.03
MOST FREQUENT VALUES
182.85
4
0.4%
159.98
4
0.4%
177.04
3
0.3%
183.87
3
0.3%
176.98
3
0.3%
198.09
3
0.3%
161.22
3
0.3%
167.14
3
0.3%
188.24
3
0.3%
196.3
3
0.3%
165.21
3
0.3%
187.03
3
0.3%
197.93
3
0.3%
184.92
3
0.3%
189.86
3
0.3%
SMALLEST VALUES
159.62
2
0.2%
159.73
2
0.2%
159.75
1
0.1%
159.8
1
0.1%
159.93
1
0.1%
159.98
4
0.4%
159.99
1
0.1%
160.04
1
0.1%
160.08
1
0.1%
160.09
1
0.1%
160.19
1
0.1%
160.21
1
0.1%
160.23
1
0.1%
160.31
1
0.1%
160.49
1
0.1%
LARGEST VALUES
199.46
1
0.1%
199.37
1
0.1%
199.34
1
0.1%
199.22
1
0.1%
199.19
1
0.1%
199.18
2
0.2%
199.14
1
0.1%
199.13
1
0.1%
199.11
1
0.1%
199.1
1
0.1%
199.08
1
0.1%
199.04
1
0.1%
198.99
1
0.1%
198.98
2
0.2%
198.94
1
0.1%
Avg_BPM
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pct_HRR
0.86
pct_maxHR
0.85
Resting_BPM
0.11
sugar_g
-0.07
Burns Calories (per 30 min)_bc
-0.07
Height (m)
-0.06
Burns Calories (per 30 min)
-0.05
prep_time_min
-0.05
Reps
-0.05
Daily meals frequency
0.04
rating
-0.04
pct_carbs
-0.04
Water_Intake (liters)
-0.04
BMI_calc
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.25
Benefit
0.24
Workout
0.21
Type of Muscle
0.16
Target Muscle Group
0.15
Equipment Needed
0.13
Burns_Calories_Bin
0.10
Body Part
0.08
diet_type
0.08
Gender
0.07
cooking_method
0.04
Workout_Type
0.01
meal_type
0.01
Difficulty Level
0.01
MOST FREQUENT VALUES
128.7
4
0.4%
147.18
3
0.3%
142.67
3
0.3%
131.0
3
0.3%
160.18
3
0.3%
120.86
3
0.3%
160.96
3
0.3%
157.16
3
0.3%
128.05
3
0.3%
149.76
2
0.2%
160.91
2
0.2%
167.95
2
0.2%
160.24
2
0.2%
147.55
2
0.2%
135.6
2
0.2%
SMALLEST VALUES
119.42
1
0.1%
119.62
1
0.1%
119.69
1
0.1%
119.77
1
0.1%
119.84
1
0.1%
119.89
1
0.1%
119.9
1
0.1%
119.91
1
0.1%
119.96
1
0.1%
120.0
1
0.1%
120.01
2
0.2%
120.05
1
0.1%
120.08
2
0.2%
120.1
1
0.1%
120.11
1
0.1%
LARGEST VALUES
169.23
1
0.1%
169.22
1
0.1%
169.14
1
0.1%
169.03
1
0.1%
168.97
1
0.1%
168.84
1
0.1%
168.8
1
0.1%
168.73
1
0.1%
168.62
1
0.1%
168.56
1
0.1%
168.52
1
0.1%
168.43
1
0.1%
168.26
1
0.1%
168.22
1
0.1%
168.2
1
0.1%
Resting_BPM
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Avg_BPM
0.11
prep_time_min
-0.09
Burns Calories (per 30 min)
0.08
Session_Duration (hours)
-0.08
sodium_mg
0.08
pct_maxHR
0.07
pct_HRR
-0.06
cook_time_min
-0.06
rating
-0.05
Calories
-0.05
expected_burn
-0.05
Max_BPM
0.05
BMI
-0.04
BMI_calc
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.22
Workout
0.22
Benefit
0.21
Target Muscle Group
0.20
Equipment Needed
0.14
cooking_method
0.11
Type of Muscle
0.11
Burns_Calories_Bin
0.09
Body Part
0.08
Workout_Type
0.07
diet_type
0.04
meal_type
0.04
Difficulty Level
0.02
Gender
0.00
MOST FREQUENT VALUES
49.96
5
0.5%
58.97
4
0.4%
66.0
4
0.4%
66.08
4
0.4%
50.06
4
0.4%
58.98
4
0.4%
67.21
4
0.4%
62.06
4
0.4%
53.9
4
0.4%
69.06
4
0.4%
72.12
4
0.4%
51.96
4
0.4%
62.01
4
0.4%
67.96
4
0.4%
64.96
4
0.4%
SMALLEST VALUES
49.72
1
0.1%
49.75
1
0.1%
49.82
1
0.1%
49.84
1
0.1%
49.85
2
0.2%
49.87
1
0.1%
49.88
1
0.1%
49.9
1
0.1%
49.91
2
0.2%
49.92
2
0.2%
49.93
1
0.1%
49.95
1
0.1%
49.96
5
0.5%
49.97
1
0.1%
49.98
1
0.1%
LARGEST VALUES
74.33
1
0.1%
74.25
1
0.1%
74.24
1
0.1%
74.2
1
0.1%
74.17
1
0.1%
74.16
1
0.1%
74.15
1
0.1%
74.14
1
0.1%
74.12
1
0.1%
74.1
3
0.3%
74.08
2
0.2%
74.07
2
0.2%
74.06
2
0.2%
74.05
1
0.1%
74.02
3
0.3%
Session_Duration (hours)
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
expected_burn
0.94
Calories_Burned
0.81
Experience_Level
0.76
Workout_Frequency (days/week)
0.63
cal_balance
-0.51
Water_Intake (liters)
0.30
cholesterol_mg
0.12
Physical exercise
0.08
Resting_BPM
-0.08
Calories
0.07
Daily meals frequency
0.07
prep_time_min
0.05
Reps
0.05
rating
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Benefit
0.25
Name of Exercise
0.23
Workout
0.22
Target Muscle Group
0.19
Equipment Needed
0.14
Body Part
0.10
Type of Muscle
0.10
cooking_method
0.09
Burns_Calories_Bin
0.09
meal_type
0.09
Workout_Type
0.08
diet_type
0.04
Difficulty Level
0.03
Gender
0.02
MOST FREQUENT VALUES
1.36
21
2.1%
1.03
21
2.1%
1.37
21
2.1%
1.27
19
1.9%
1.4
19
1.9%
1.35
19
1.9%
1.46
18
1.8%
1.38
17
1.7%
1.14
17
1.7%
1.13
16
1.6%
1.07
16
1.6%
1.09
16
1.6%
1.3
16
1.6%
1.25
16
1.6%
1.15
15
1.5%
SMALLEST VALUES
0.49
1
0.1%
0.5
3
0.3%
0.51
1
0.1%
0.52
2
0.2%
0.54
6
0.6%
0.55
2
0.2%
0.56
2
0.2%
0.57
3
0.3%
0.58
3
0.3%
0.6
3
0.3%
0.61
3
0.3%
0.62
4
0.4%
0.63
4
0.4%
0.64
3
0.3%
0.65
4
0.4%
LARGEST VALUES
2.0
4
0.4%
1.99
2
0.2%
1.98
4
0.4%
1.97
3
0.3%
1.96
2
0.2%
1.95
1
0.1%
1.94
2
0.2%
1.93
8
0.8%
1.91
5
0.5%
1.9
5
0.5%
1.89
3
0.3%
1.88
7
0.7%
1.87
6
0.6%
1.86
4
0.4%
1.85
3
0.3%
Calories_Burned
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Session_Duration (hours)
0.81
expected_burn
0.76
Experience_Level
0.68
cal_balance
-0.65
Workout_Frequency (days/week)
0.57
Water_Intake (liters)
0.26
Physical exercise
0.11
cholesterol_mg
0.09
Daily meals frequency
0.09
Carbs
0.06
Proteins
0.06
cal_from_macros
0.06
Calories
0.06
Fats
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Workout_Type
0.58
Benefit
0.25
Name of Exercise
0.21
Target Muscle Group
0.20
Workout
0.20
Equipment Needed
0.15
Type of Muscle
0.11
cooking_method
0.10
diet_type
0.08
Body Part
0.08
meal_type
0.08
Burns_Calories_Bin
0.06
Gender
0.01
Difficulty Level
0.01
MOST FREQUENT VALUES
739.2
4
0.4%
1104.0
3
0.3%
2060.78
3
0.3%
1372.8
3
0.3%
871.2
3
0.3%
978.38
3
0.3%
1518.0
3
0.3%
1066.49
3
0.3%
1414.8
3
0.3%
1440.0
3
0.3%
1190.4
3
0.3%
1122.26
3
0.3%
979.2
3
0.3%
1467.58
3
0.3%
1294.92
3
0.3%
SMALLEST VALUES
323.99
1
0.1%
329.4
1
0.1%
329.7
1
0.1%
342.58
1
0.1%
356.4
1
0.1%
356.72
1
0.1%
362.67
1
0.1%
363.33
1
0.1%
369.26
1
0.1%
382.8
2
0.2%
396.36
1
0.1%
402.6
1
0.1%
409.57
1
0.1%
415.8
1
0.1%
416.56
1
0.1%
LARGEST VALUES
2864.4
1
0.1%
2851.2
1
0.1%
2843.51
1
0.1%
2837.93
1
0.1%
2829.22
1
0.1%
2769.93
1
0.1%
2757.78
1
0.1%
2729.2
1
0.1%
2727.1
1
0.1%
2717.0
1
0.1%
2714.91
1
0.1%
2712.82
1
0.1%
2688.4
1
0.1%
2678.21
1
0.1%
2674.1
1
0.1%
Workout_Type
MISSING:
---
TOP CATEGORIES
Yoga
283
28%
HIIT
250
25%
Cardio
235
24%
Strength
232
23%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Workout_Type
PROVIDES INFORMATION ON...
meal_name
1.00
Name of Exercise
0.02
Workout
0.02
Benefit
0.02
Target Muscle Group
0.02
Equipment Needed
0.01
Type of Muscle
0.01
diet_type
0.01
Burns_Calories_Bin
0.01
Body Part
0.01
cooking_method
0.01
Difficulty Level
0.00
meal_type
0.00
Gender
0.00

THESE FEATURES
GIVE INFORMATION
ON Workout_Type:
Name of Exercise
0.07
Workout
0.06
Benefit
0.05
Target Muscle Group
0.04
Equipment Needed
0.02
Type of Muscle
0.01
diet_type
0.01
Body Part
0.01
cooking_method
0.01
Burns_Calories_Bin
0.01
meal_type
0.00
Difficulty Level
0.00
Gender
0.00
meal_name
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Workout_Type
CORRELATION RATIO WITH...
Calories_Burned
0.58
cal_balance
0.39
expected_burn
0.10
Max_BPM
0.09
Burns Calories (per 30 min)
0.09
Age
0.09
Height (m)
0.09
Calories
0.08
cook_time_min
0.08
protein_per_kg
0.08
Physical exercise
0.08
Session_Duration (hours)
0.08
Resting_BPM
0.07
Burns Calories (per 30 min)_bc
0.07
Fat_Percentage
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BMI_calc
0.90
BMI
0.90
Weight (kg)
0.78
Calories
0.75
lean_mass_kg
0.66
protein_per_kg
-0.62
cal_balance
0.60
Burns Calories (per 30 min)_bc
0.22
Water_Intake (liters)
0.21
Burns Calories (per 30 min)
0.13
Height (m)
-0.11
prep_time_min
-0.08
Daily meals frequency
0.06
Fats
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.23
Burns_Calories_Bin
0.22
Target Muscle Group
0.21
Workout
0.19
Benefit
0.16
Type of Muscle
0.12
Equipment Needed
0.11
diet_type
0.10
Body Part
0.09
cooking_method
0.08
Difficulty Level
0.08
meal_type
0.07
Workout_Type
0.06
Gender
0.01
MOST FREQUENT VALUES
35.0
80
8.0%
22.26127447768849
1
0.1%
24.41146101790262
1
0.1%
34.82834512521943
1
0.1%
20.711856894174627
1
0.1%
30.322477100239297
1
0.1%
22.973429022355
1
0.1%
29.250239123285056
1
0.1%
31.063882274822483
1
0.1%
22.03176082753994
1
0.1%
18.88896776945883
1
0.1%
26.241599498953285
1
0.1%
21.173221246480114
1
0.1%
32.409486544886825
1
0.1%
29.62218271869757
1
0.1%
SMALLEST VALUES
12.864611140115896
1
0.1%
13.464330193581604
1
0.1%
14.193576689618936
1
0.1%
15.737986035178274
1
0.1%
15.79755427833689
1
0.1%
15.84181774634176
1
0.1%
16.15957611383053
1
0.1%
16.23642156107628
1
0.1%
16.26788455254055
1
0.1%
16.372166889573982
1
0.1%
16.393734278113865
1
0.1%
16.50208272573023
1
0.1%
16.527658119761213
1
0.1%
16.568594838349096
1
0.1%
16.59615873255672
1
0.1%
LARGEST VALUES
35.0
80
8.0%
34.998845136898154
1
0.1%
34.99442298832925
1
0.1%
34.82834512521943
1
0.1%
34.82286617533105
1
0.1%
34.818605032104415
1
0.1%
34.727591755382655
1
0.1%
34.69842235962054
1
0.1%
34.6965304462091
1
0.1%
34.68313848850668
1
0.1%
34.67583593278607
1
0.1%
34.652137762247364
1
0.1%
34.593650189429574
1
0.1%
34.58999734812199
1
0.1%
34.56872687100796
1
0.1%
Water_Intake (liters)
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
lean_mass_kg
0.44
Calories
0.43
Weight (kg)
0.41
Height (m)
0.40
Experience_Level
0.32
protein_per_kg
-0.30
Session_Duration (hours)
0.30
expected_burn
0.29
Workout_Frequency (days/week)
0.28
Calories_Burned
0.26
BMI
0.23
BMI_calc
0.23
Fat_Percentage
0.21
Physical exercise
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.25
Benefit
0.20
Workout
0.19
Target Muscle Group
0.19
Equipment Needed
0.14
Burns_Calories_Bin
0.14
Body Part
0.10
Type of Muscle
0.07
cooking_method
0.07
Workout_Type
0.07
diet_type
0.05
meal_type
0.04
Difficulty Level
0.03
Gender
0.03
MOST FREQUENT VALUES
2.7
42
4.2%
3.5
40
4.0%
3.49
35
3.5%
3.51
29
2.9%
2.71
27
2.7%
2.3
22
2.2%
2.69
21
2.1%
2.4
20
2.0%
2.1
19
1.9%
2.2
19
1.9%
2.21
18
1.8%
2.31
16
1.6%
2.68
15
1.5%
2.6
15
1.5%
1.8
15
1.5%
SMALLEST VALUES
1.47
1
0.1%
1.48
1
0.1%
1.49
5
0.5%
1.5
7
0.7%
1.51
7
0.7%
1.52
2
0.2%
1.57
2
0.2%
1.58
2
0.2%
1.59
9
0.9%
1.6
10
1.0%
1.61
6
0.6%
1.62
3
0.3%
1.64
1
0.1%
1.68
4
0.4%
1.69
9
0.9%
LARGEST VALUES
3.73
1
0.1%
3.72
3
0.3%
3.71
4
0.4%
3.7
2
0.2%
3.69
6
0.6%
3.63
2
0.2%
3.61
4
0.4%
3.6
4
0.4%
3.59
6
0.6%
3.58
2
0.2%
3.53
3
0.3%
3.52
14
1.4%
3.51
29
2.9%
3.5
40
4.0%
3.49
35
3.5%
Workout_Frequency (days/week)
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Experience_Level
0.84
Session_Duration (hours)
0.63
expected_burn
0.61
Calories_Burned
0.57
cal_balance
-0.33
Water_Intake (liters)
0.28
Calories
0.09
Daily meals frequency
0.09
Physical exercise
0.07
sodium_mg
-0.07
Sets
0.07
cook_time_min
-0.06
Proteins
0.06
cal_from_macros
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Target Muscle Group
0.21
Workout
0.20
Name of Exercise
0.19
Benefit
0.19
Equipment Needed
0.14
Type of Muscle
0.12
Body Part
0.11
meal_type
0.11
cooking_method
0.09
diet_type
0.08
Burns_Calories_Bin
0.06
Workout_Type
0.06
Difficulty Level
0.04
Gender
0.02
MOST FREQUENT VALUES
3.0
80
8.0%
2.99
66
6.6%
3.99
65
6.5%
4.0
65
6.5%
4.01
64
6.4%
3.01
58
5.8%
3.02
50
5.0%
2.0
49
4.9%
4.02
48
4.8%
2.98
43
4.3%
3.98
38
3.8%
1.99
35
3.5%
2.01
30
3.0%
4.03
28
2.8%
1.98
24
2.4%
SMALLEST VALUES
1.95
2
0.2%
1.96
4
0.4%
1.97
10
1.0%
1.98
24
2.4%
1.99
35
3.5%
2.0
49
4.9%
2.01
30
3.0%
2.02
22
2.2%
2.03
6
0.6%
2.04
5
0.5%
2.95
2
0.2%
2.96
6
0.6%
2.97
23
2.3%
2.98
43
4.3%
2.99
66
6.6%
LARGEST VALUES
5.04
5
0.5%
5.03
5
0.5%
5.02
14
1.4%
5.01
24
2.4%
5.0
16
1.6%
4.99
21
2.1%
4.98
15
1.5%
4.97
5
0.5%
4.96
4
0.4%
4.06
2
0.2%
4.05
1
0.1%
4.04
6
0.6%
4.03
28
2.8%
4.02
48
4.8%
4.01
64
6.4%
Experience_Level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Workout_Frequency (days/week)
0.84
Session_Duration (hours)
0.76
expected_burn
0.73
Calories_Burned
0.68
cal_balance
-0.43
Water_Intake (liters)
0.32
Physical exercise
0.10
Daily meals frequency
0.07
Sets
0.07
cook_time_min
-0.07
Calories
0.07
Proteins
0.06
Carbs
0.06
cal_from_macros
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Workout
0.24
Benefit
0.22
Target Muscle Group
0.20
Name of Exercise
0.20
Equipment Needed
0.14
meal_type
0.11
Body Part
0.11
Type of Muscle
0.11
cooking_method
0.10
Burns_Calories_Bin
0.07
Workout_Type
0.06
diet_type
0.06
Gender
0.03
Difficulty Level
0.01
MOST FREQUENT VALUES
1.0
253
25.3%
2.0
118
11.8%
1.99
97
9.7%
2.01
84
8.4%
1.01
69
6.9%
2.02
47
4.7%
2.99
41
4.1%
1.98
40
4.0%
3.0
40
4.0%
3.01
39
3.9%
1.02
34
3.4%
2.98
28
2.8%
3.02
24
2.4%
1.97
18
1.8%
2.03
17
1.7%
SMALLEST VALUES
1.0
253
25.3%
1.01
69
6.9%
1.02
34
3.4%
1.03
15
1.5%
1.04
2
0.2%
1.95
1
0.1%
1.96
4
0.4%
1.97
18
1.8%
1.98
40
4.0%
1.99
97
9.7%
2.0
118
11.8%
2.01
84
8.4%
2.02
47
4.7%
2.03
17
1.7%
2.04
3
0.3%
LARGEST VALUES
3.04
1
0.1%
3.03
14
1.4%
3.02
24
2.4%
3.01
39
3.9%
3.0
40
4.0%
2.99
41
4.1%
2.98
28
2.8%
2.97
5
0.5%
2.96
4
0.4%
2.94
1
0.1%
2.05
1
0.1%
2.04
3
0.3%
2.03
17
1.7%
2.02
47
4.7%
2.01
84
8.4%
BMI
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BMI_calc
1.00
Fat_Percentage
0.90
Weight (kg)
0.86
Calories
0.83
lean_mass_kg
0.77
protein_per_kg
-0.65
cal_balance
0.64
Burns Calories (per 30 min)_bc
0.24
Water_Intake (liters)
0.23
Height (m)
-0.13
Burns Calories (per 30 min)
0.12
prep_time_min
-0.07
Daily meals frequency
0.06
expected_burn
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.25
Burns_Calories_Bin
0.24
Target Muscle Group
0.22
Workout
0.20
Benefit
0.18
Type of Muscle
0.11
Equipment Needed
0.10
diet_type
0.08
Workout_Type
0.07
Body Part
0.07
cooking_method
0.06
meal_type
0.06
Difficulty Level
0.05
Gender
0.00
MOST FREQUENT VALUES
21.74
4
0.4%
27.69
4
0.4%
21.59
4
0.4%
23.96
4
0.4%
19.64
3
0.3%
22.06
3
0.3%
22.69
3
0.3%
28.81
3
0.3%
22.05
3
0.3%
29.19
3
0.3%
26.42
3
0.3%
21.76
3
0.3%
26.09
3
0.3%
24.36
3
0.3%
27.17
3
0.3%
SMALLEST VALUES
12.04
1
0.1%
12.49
1
0.1%
12.98
1
0.1%
13.05
1
0.1%
13.37
1
0.1%
13.69
1
0.1%
13.7
1
0.1%
13.79
1
0.1%
13.81
1
0.1%
13.91
1
0.1%
13.92
1
0.1%
13.94
1
0.1%
14.04
1
0.1%
14.06
1
0.1%
14.1
1
0.1%
LARGEST VALUES
50.23
1
0.1%
48.31
1
0.1%
47.1
1
0.1%
47.03
1
0.1%
46.98
1
0.1%
46.92
1
0.1%
45.54
1
0.1%
45.37
1
0.1%
45.27
1
0.1%
45.21
1
0.1%
44.96
1
0.1%
44.9
1
0.1%
44.78
1
0.1%
44.52
1
0.1%
44.44
1
0.1%
Daily meals frequency
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Proteins
0.12
cal_from_macros
0.12
Fats
0.12
Carbs
0.12
Workout_Frequency (days/week)
0.09
Calories
0.09
Calories_Burned
0.09
expected_burn
0.08
Age
0.07
Burns Calories (per 30 min)_bc
0.07
lean_mass_kg
0.07
Weight (kg)
0.07
Experience_Level
0.07
Water_Intake (liters)
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Workout
0.23
Benefit
0.21
Name of Exercise
0.19
Target Muscle Group
0.17
Equipment Needed
0.13
Burns_Calories_Bin
0.11
Type of Muscle
0.09
Body Part
0.07
cooking_method
0.07
Workout_Type
0.06
diet_type
0.05
Difficulty Level
0.05
meal_type
0.05
Gender
0.04
MOST FREQUENT VALUES
3.0
157
15.7%
2.99
137
13.7%
3.01
131
13.1%
2.0
94
9.4%
2.01
67
6.7%
2.98
56
5.6%
1.99
54
5.4%
3.02
50
5.0%
4.0
46
4.6%
4.01
45
4.5%
2.02
31
3.1%
1.98
29
2.9%
3.99
25
2.5%
3.98
16
1.6%
3.03
16
1.6%
SMALLEST VALUES
1.96
1
0.1%
1.97
4
0.4%
1.98
29
2.9%
1.99
54
5.4%
2.0
94
9.4%
2.01
67
6.7%
2.02
31
3.1%
2.03
6
0.6%
2.04
1
0.1%
2.95
1
0.1%
2.96
1
0.1%
2.97
7
0.7%
2.98
56
5.6%
2.99
137
13.7%
3.0
157
15.7%
LARGEST VALUES
4.03
8
0.8%
4.02
11
1.1%
4.01
45
4.5%
4.0
46
4.6%
3.99
25
2.5%
3.98
16
1.6%
3.97
4
0.4%
3.04
2
0.2%
3.03
16
1.6%
3.02
50
5.0%
3.01
131
13.1%
3.0
157
15.7%
2.99
137
13.7%
2.98
56
5.6%
2.97
7
0.7%
Physical exercise
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Carbs
0.64
cal_from_macros
0.64
Proteins
0.64
Fats
0.64
protein_per_kg
0.36
Water_Intake (liters)
0.15
Calories_Burned
0.11
Experience_Level
0.10
Session_Duration (hours)
0.08
expected_burn
0.08
Workout_Frequency (days/week)
0.07
sugar_g
0.07
cholesterol_mg
-0.07
rating
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.25
Workout
0.25
Target Muscle Group
0.20
Benefit
0.18
Equipment Needed
0.18
Type of Muscle
0.12
Burns_Calories_Bin
0.10
cooking_method
0.09
Workout_Type
0.08
Body Part
0.05
diet_type
0.05
meal_type
0.03
Difficulty Level
0.02
Gender
0.01
MOST FREQUENT VALUES
0.0
163
16.3%
-0.01
143
14.3%
0.01
127
12.7%
-0.02
102
10.2%
0.02
77
7.7%
0.03
53
5.3%
-0.03
49
4.9%
1.01
23
2.3%
1.0
20
2.0%
-0.04
17
1.7%
0.04
17
1.7%
0.99
17
1.7%
1.03
14
1.4%
2.02
13
1.3%
0.98
12
1.2%
SMALLEST VALUES
-0.07
1
0.1%
-0.06
2
0.2%
-0.05
5
0.5%
-0.04
17
1.7%
-0.03
49
4.9%
-0.02
102
10.2%
-0.01
143
14.3%
0.0
163
16.3%
0.01
127
12.7%
0.02
77
7.7%
0.03
53
5.3%
0.04
17
1.7%
0.05
6
0.6%
0.06
1
0.1%
0.94
1
0.1%
LARGEST VALUES
4.04
1
0.1%
4.03
2
0.2%
4.02
4
0.4%
4.01
9
0.9%
4.0
12
1.2%
3.99
7
0.7%
3.98
3
0.3%
3.97
2
0.2%
3.95
1
0.1%
3.04
1
0.1%
3.02
1
0.1%
3.01
6
0.6%
3.0
7
0.7%
2.99
5
0.5%
2.98
5
0.5%
Carbs
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cal_from_macros
1.00
Fats
1.00
Proteins
1.00
Physical exercise
0.64
protein_per_kg
0.62
Reps
-0.13
Daily meals frequency
0.12
sugar_g
0.10
rating
0.07
Experience_Level
0.06
Calories_Burned
0.06
Burns Calories (per 30 min)
-0.06
Workout_Frequency (days/week)
0.05
Fat_Percentage
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.24
Target Muscle Group
0.22
Workout
0.22
Benefit
0.19
Equipment Needed
0.15
Type of Muscle
0.12
Burns_Calories_Bin
0.11
cooking_method
0.10
diet_type
0.09
Workout_Type
0.06
Body Part
0.06
meal_type
0.04
Gender
0.03
Difficulty Level
0.02
MOST FREQUENT VALUES
251.34
3
0.3%
305.65
2
0.2%
270.77
2
0.2%
206.39
2
0.2%
234.61
2
0.2%
239.8
2
0.2%
293.32
2
0.2%
269.68
2
0.2%
305.98
2
0.2%
308.53
2
0.2%
302.74
2
0.2%
217.99
2
0.2%
271.15
2
0.2%
216.59
2
0.2%
241.81
2
0.2%
SMALLEST VALUES
139.74
1
0.1%
149.72
1
0.1%
151.33
1
0.1%
152.17
1
0.1%
152.62
1
0.1%
153.93
1
0.1%
153.97
1
0.1%
154.75
1
0.1%
155.15
1
0.1%
155.67
1
0.1%
155.81
1
0.1%
156.47
1
0.1%
160.07
1
0.1%
160.36
1
0.1%
161.28
1
0.1%
LARGEST VALUES
462.0
1
0.1%
458.75
1
0.1%
439.79
1
0.1%
436.71
1
0.1%
433.12
1
0.1%
431.19
1
0.1%
430.89
1
0.1%
428.83
1
0.1%
422.53
1
0.1%
422.12
1
0.1%
410.87
1
0.1%
410.38
1
0.1%
410.08
1
0.1%
403.24
1
0.1%
402.29
1
0.1%
Proteins
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cal_from_macros
1.00
Fats
1.00
Carbs
1.00
Physical exercise
0.64
protein_per_kg
0.62
Reps
-0.13
Daily meals frequency
0.12
sugar_g
0.10
rating
0.07
Experience_Level
0.06
Burns Calories (per 30 min)
-0.06
Calories_Burned
0.06
Workout_Frequency (days/week)
0.06
Fat_Percentage
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.24
Target Muscle Group
0.22
Workout
0.22
Benefit
0.19
Equipment Needed
0.15
Type of Muscle
0.12
Burns_Calories_Bin
0.11
cooking_method
0.10
diet_type
0.09
Workout_Type
0.06
Body Part
0.06
meal_type
0.04
Gender
0.03
Difficulty Level
0.02
MOST FREQUENT VALUES
95.99
3
0.3%
97.29
3
0.3%
94.26
3
0.3%
92.35
2
0.2%
81.41
2
0.2%
91.93
2
0.2%
112.39
2
0.2%
97.51
2
0.2%
121.51
2
0.2%
101.92
2
0.2%
107.96
2
0.2%
104.13
2
0.2%
81.4
2
0.2%
71.32
2
0.2%
113.95
2
0.2%
SMALLEST VALUES
56.26
1
0.1%
60.81
1
0.1%
61.06
1
0.1%
61.29
1
0.1%
61.59
1
0.1%
61.74
1
0.1%
62.03
1
0.1%
62.08
1
0.1%
62.42
1
0.1%
62.45
1
0.1%
62.51
1
0.1%
63.08
1
0.1%
63.49
1
0.1%
64.57
1
0.1%
64.71
1
0.1%
LARGEST VALUES
184.4
1
0.1%
184.02
1
0.1%
175.77
1
0.1%
175.19
1
0.1%
174.09
1
0.1%
172.77
1
0.1%
171.64
1
0.1%
171.2
1
0.1%
169.43
1
0.1%
168.91
1
0.1%
164.14
1
0.1%
163.87
1
0.1%
163.46
1
0.1%
160.2
1
0.1%
160.13
1
0.1%
Fats
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cal_from_macros
1.00
Carbs
1.00
Proteins
1.00
Physical exercise
0.64
protein_per_kg
0.62
Reps
-0.13
Daily meals frequency
0.12
sugar_g
0.10
rating
0.07
Experience_Level
0.06
Burns Calories (per 30 min)
-0.06
Calories_Burned
0.06
Workout_Frequency (days/week)
0.05
Fat_Percentage
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.24
Target Muscle Group
0.22
Workout
0.22
Benefit
0.19
Equipment Needed
0.15
Type of Muscle
0.12
Burns_Calories_Bin
0.11
cooking_method
0.10
diet_type
0.09
Body Part
0.06
Workout_Type
0.06
meal_type
0.04
Gender
0.03
Difficulty Level
0.03
MOST FREQUENT VALUES
64.58
3
0.3%
65.35
3
0.3%
72.05
3
0.3%
71.44
3
0.3%
53.26
3
0.3%
52.23
3
0.3%
63.92
3
0.3%
82.56
3
0.3%
68.6
2
0.2%
56.08
2
0.2%
52.82
2
0.2%
71.89
2
0.2%
74.67
2
0.2%
74.58
2
0.2%
67.1
2
0.2%
SMALLEST VALUES
37.29
1
0.1%
40.4
1
0.1%
40.69
1
0.1%
40.72
1
0.1%
40.74
1
0.1%
40.9
1
0.1%
41.25
1
0.1%
41.28
1
0.1%
41.37
1
0.1%
41.46
1
0.1%
41.89
1
0.1%
42.1
1
0.1%
42.13
1
0.1%
42.61
1
0.1%
43.17
1
0.1%
LARGEST VALUES
123.28
1
0.1%
123.04
1
0.1%
116.9
1
0.1%
116.48
1
0.1%
115.56
1
0.1%
115.06
1
0.1%
114.92
1
0.1%
114.88
1
0.1%
113.2
1
0.1%
112.82
1
0.1%
109.21
1
0.1%
109.15
1
0.1%
108.86
1
0.1%
107.52
1
0.1%
106.92
1
0.1%
Calories
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Weight (kg)
0.98
lean_mass_kg
0.96
BMI
0.83
BMI_calc
0.83
Fat_Percentage
0.75
cal_balance
0.72
protein_per_kg
-0.70
Water_Intake (liters)
0.43
Height (m)
0.40
Burns Calories (per 30 min)_bc
0.25
Burns Calories (per 30 min)
0.11
expected_burn
0.10
Workout_Frequency (days/week)
0.09
Daily meals frequency
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Burns_Calories_Bin
0.26
Name of Exercise
0.25
Target Muscle Group
0.21
Workout
0.18
Benefit
0.15
Equipment Needed
0.11
Type of Muscle
0.08
Workout_Type
0.08
cooking_method
0.08
meal_type
0.07
Body Part
0.07
diet_type
0.05
Difficulty Level
0.01
Gender
0.01
MOST FREQUENT VALUES
1794.0
5
0.5%
1457.0
4
0.4%
1860.0
4
0.4%
1928.0
4
0.4%
1627.0
4
0.4%
1814.0
4
0.4%
1854.0
4
0.4%
1517.0
3
0.3%
2391.0
3
0.3%
1351.0
3
0.3%
2267.0
3
0.3%
1508.0
3
0.3%
1641.0
3
0.3%
2019.0
3
0.3%
1855.0
3
0.3%
SMALLEST VALUES
939.0
1
0.1%
1040.0
1
0.1%
1043.0
1
0.1%
1055.0
1
0.1%
1090.0
1
0.1%
1096.0
1
0.1%
1107.0
1
0.1%
1119.0
1
0.1%
1124.0
1
0.1%
1125.0
2
0.2%
1136.0
1
0.1%
1137.0
1
0.1%
1144.0
1
0.1%
1149.0
1
0.1%
1158.0
1
0.1%
LARGEST VALUES
3542.0
1
0.1%
3537.0
1
0.1%
3495.0
1
0.1%
3481.0
1
0.1%
3461.0
1
0.1%
3460.0
1
0.1%
3457.0
1
0.1%
3422.0
1
0.1%
3404.0
1
0.1%
3388.0
1
0.1%
3375.0
1
0.1%
3371.0
1
0.1%
3368.0
1
0.1%
3341.0
1
0.1%
3336.0
1
0.1%
meal_name
MISSING:
---
TOP CATEGORIES
Other
1,000
100%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
meal_name
PROVIDES INFORMATION ON...
Burns_Calories_Bin
0.00
Target Muscle Group
0.00
Benefit
0.00
Workout_Type
0.00
meal_type
0.00
cooking_method
0.00
Name of Exercise
0.00
Difficulty Level
0.00
Body Part
0.00
Type of Muscle
0.00
Workout
0.00
diet_type
-0.00
Equipment Needed
-0.00
Gender
-0.00

THESE FEATURES
GIVE INFORMATION
ON meal_name:
Gender
1.00
Workout_Type
1.00
meal_type
1.00
diet_type
1.00
cooking_method
1.00
Name of Exercise
1.00
Benefit
1.00
Target Muscle Group
1.00
Equipment Needed
1.00
Difficulty Level
1.00
Body Part
1.00
Type of Muscle
1.00
Workout
1.00
Burns_Calories_Bin
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
meal_name
CORRELATION RATIO WITH...
Age
0.00
Weight (kg)
0.00
Height (m)
0.00
Max_BPM
0.00
Avg_BPM
0.00
Resting_BPM
0.00
Session_Duration (hours)
0.00
Calories_Burned
0.00
Fat_Percentage
0.00
Water_Intake (liters)
0.00
Workout_Frequency (days/week)
0.00
Experience_Level
0.00
BMI
0.00
Daily meals frequency
0.00
meal_type
MISSING:
---
TOP CATEGORIES
Breakfast
255
26%
Dinner
250
25%
Snack
249
25%
Lunch
246
25%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
meal_type
PROVIDES INFORMATION ON...
meal_name
1.00
Workout
0.02
Name of Exercise
0.02
Benefit
0.02
Target Muscle Group
0.01
Equipment Needed
0.01
Type of Muscle
0.01
cooking_method
0.01
Body Part
0.01
diet_type
0.00
Workout_Type
0.00
Burns_Calories_Bin
0.00
Gender
0.00
Difficulty Level
0.00

THESE FEATURES
GIVE INFORMATION
ON meal_type:
Workout
0.06
Name of Exercise
0.05
Benefit
0.05
Target Muscle Group
0.03
Equipment Needed
0.02
Type of Muscle
0.02
cooking_method
0.01
Body Part
0.01
diet_type
0.01
Workout_Type
0.00
Burns_Calories_Bin
0.00
Difficulty Level
0.00
Gender
0.00
meal_name
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
meal_type
CORRELATION RATIO WITH...
Experience_Level
0.11
Workout_Frequency (days/week)
0.11
Session_Duration (hours)
0.09
Reps
0.09
Max_BPM
0.09
protein_per_kg
0.09
Calories_Burned
0.08
Calories
0.07
Age
0.07
prep_time_min
0.07
expected_burn
0.07
Weight (kg)
0.07
Fat_Percentage
0.07
lean_mass_kg
0.07
diet_type
MISSING:
---
TOP CATEGORIES
Low-Carb
180
18%
Vegan
175
18%
Paleo
170
17%
Vegetarian
164
16%
Keto
164
16%
Balanced
147
15%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
diet_type
PROVIDES INFORMATION ON...
meal_name
1.00
Name of Exercise
0.04
Benefit
0.04
Workout
0.04
Target Muscle Group
0.02
Equipment Needed
0.02
Type of Muscle
0.01
cooking_method
0.01
Workout_Type
0.01
Body Part
0.01
meal_type
0.01
Difficulty Level
0.01
Burns_Calories_Bin
0.00
Gender
0.00

THESE FEATURES
GIVE INFORMATION
ON diet_type:
Name of Exercise
0.08
Workout
0.08
Benefit
0.08
Target Muscle Group
0.04
Equipment Needed
0.03
Type of Muscle
0.02
cooking_method
0.01
Body Part
0.01
Workout_Type
0.01
meal_type
0.00
Burns_Calories_Bin
0.00
Difficulty Level
0.00
Gender
0.00
meal_name
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diet_type
CORRELATION RATIO WITH...
Burns Calories (per 30 min)_bc
0.12
Fat_Percentage
0.10
Carbs
0.09
cal_balance
0.09
cal_from_macros
0.09
Fats
0.09
Proteins
0.09
Burns Calories (per 30 min)
0.09
Calories_Burned
0.08
pct_carbs
0.08
Workout_Frequency (days/week)
0.08
BMI
0.08
BMI_calc
0.08
protein_per_kg
0.08
sugar_g
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Proteins
0.10
cal_from_macros
0.10
Carbs
0.10
Fats
0.10
pct_HRR
-0.10
pct_maxHR
-0.09
Burns Calories (per 30 min)
-0.08
Physical exercise
0.07
Avg_BPM
-0.07
expected_burn
-0.07
Burns Calories (per 30 min)_bc
-0.07
Water_Intake (liters)
0.06
Max_BPM
0.06
protein_per_kg
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.27
Benefit
0.24
Workout
0.19
Target Muscle Group
0.17
Equipment Needed
0.12
Type of Muscle
0.10
Burns_Calories_Bin
0.09
cooking_method
0.08
Body Part
0.08
diet_type
0.07
Difficulty Level
0.05
Gender
0.04
Workout_Type
0.03
meal_type
0.03
MOST FREQUENT VALUES
15.75
3
0.3%
10.95
3
0.3%
42.78
3
0.3%
41.97
3
0.3%
16.18
3
0.3%
16.52
3
0.3%
40.27
2
0.2%
40.11
2
0.2%
17.95
2
0.2%
37.78
2
0.2%
18.88
2
0.2%
45.34
2
0.2%
1.72
2
0.2%
1.66
2
0.2%
32.55
2
0.2%
SMALLEST VALUES
-0.26
1
0.1%
-0.1
1
0.1%
-0.07
1
0.1%
0.03
1
0.1%
0.26
1
0.1%
0.3
1
0.1%
0.36
2
0.2%
0.37
1
0.1%
0.42
1
0.1%
0.44
1
0.1%
0.46
1
0.1%
0.47
1
0.1%
0.49
2
0.2%
0.51
1
0.1%
0.52
1
0.1%
LARGEST VALUES
50.26
1
0.1%
50.02
1
0.1%
49.94
1
0.1%
49.86
1
0.1%
49.77
1
0.1%
49.75
1
0.1%
49.71
1
0.1%
49.58
1
0.1%
49.44
1
0.1%
49.33
1
0.1%
49.31
2
0.2%
49.16
1
0.1%
49.12
1
0.1%
48.99
1
0.1%
48.96
1
0.1%
sodium_mg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Age
0.10
cook_time_min
-0.09
Sets
-0.09
Resting_BPM
0.08
Workout_Frequency (days/week)
-0.07
Daily meals frequency
0.05
sugar_g
-0.04
Experience_Level
-0.04
Reps
-0.04
Height (m)
0.03
Water_Intake (liters)
0.03
rating
-0.03
pct_carbs
0.03
Avg_BPM
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.22
Benefit
0.19
Workout
0.19
Target Muscle Group
0.17
Type of Muscle
0.15
Equipment Needed
0.12
Body Part
0.11
cooking_method
0.07
diet_type
0.06
Workout_Type
0.04
Burns_Calories_Bin
0.04
Difficulty Level
0.02
meal_type
0.02
Gender
0.01
MOST FREQUENT VALUES
845.56
2
0.2%
1095.26
2
0.2%
1412.97
2
0.2%
1305.65
2
0.2%
1764.77
1
0.1%
1375.46
1
0.1%
1489.43
1
0.1%
2159.29
1
0.1%
799.52
1
0.1%
1097.9
1
0.1%
1268.25
1
0.1%
344.49
1
0.1%
1590.89
1
0.1%
1180.44
1
0.1%
716.9
1
0.1%
SMALLEST VALUES
37.23
1
0.1%
37.71
1
0.1%
42.79
1
0.1%
53.11
1
0.1%
58.47
1
0.1%
59.06
1
0.1%
66.15
1
0.1%
71.03
1
0.1%
75.58
1
0.1%
76.83
1
0.1%
77.6
1
0.1%
79.09
1
0.1%
80.81
1
0.1%
81.71
1
0.1%
82.94
1
0.1%
LARGEST VALUES
2526.34
1
0.1%
2510.95
1
0.1%
2504.9
1
0.1%
2501.06
1
0.1%
2497.4
1
0.1%
2494.99
1
0.1%
2484.52
1
0.1%
2483.77
1
0.1%
2482.99
1
0.1%
2482.75
1
0.1%
2474.3
1
0.1%
2465.85
1
0.1%
2464.72
1
0.1%
2460.56
1
0.1%
2458.6
1
0.1%
cholesterol_mg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Session_Duration (hours)
0.12
expected_burn
0.10
Calories_Burned
0.09
Physical exercise
-0.07
rating
0.05
protein_per_kg
-0.05
Daily meals frequency
0.05
serving_size_g
0.05
Fat_Percentage
0.05
Burns Calories (per 30 min)
-0.05
prep_time_min
0.04
Weight (kg)
0.04
Burns Calories (per 30 min)_bc
-0.04
Calories
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Workout
0.25
Benefit
0.21
Name of Exercise
0.19
Target Muscle Group
0.16
Equipment Needed
0.13
Type of Muscle
0.09
Body Part
0.09
Burns_Calories_Bin
0.06
Workout_Type
0.06
diet_type
0.06
cooking_method
0.05
meal_type
0.05
Difficulty Level
0.03
Gender
0.01
MOST FREQUENT VALUES
73.14
2
0.2%
208.13
2
0.2%
214.2
2
0.2%
242.96
2
0.2%
168.31
2
0.2%
252.93
2
0.2%
166.08
2
0.2%
60.91
2
0.2%
110.06
2
0.2%
165.73
2
0.2%
213.37
2
0.2%
239.48
2
0.2%
201.57
2
0.2%
111.9
2
0.2%
242.33
2
0.2%
SMALLEST VALUES
-1.4
1
0.1%
-0.97
1
0.1%
-0.4
1
0.1%
0.17
1
0.1%
0.34
1
0.1%
0.41
1
0.1%
0.42
1
0.1%
0.82
1
0.1%
0.93
1
0.1%
2.53
1
0.1%
2.89
1
0.1%
3.1
1
0.1%
3.11
1
0.1%
3.5
1
0.1%
3.74
1
0.1%
LARGEST VALUES
301.15
1
0.1%
300.89
1
0.1%
299.6
1
0.1%
299.1
1
0.1%
298.62
1
0.1%
298.05
1
0.1%
297.18
1
0.1%
296.63
1
0.1%
296.51
1
0.1%
296.35
1
0.1%
295.61
1
0.1%
294.5
1
0.1%
294.47
1
0.1%
294.01
1
0.1%
293.09
1
0.1%
serving_size_g
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Burns Calories (per 30 min)
-0.07
Height (m)
0.07
Sets
-0.05
cholesterol_mg
0.05
sugar_g
-0.04
rating
0.04
Daily meals frequency
0.04
lean_mass_kg
0.04
Resting_BPM
-0.04
protein_per_kg
-0.04
Calories
0.03
Burns Calories (per 30 min)_bc
-0.03
Weight (kg)
0.03
prep_time_min
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Workout
0.27
Name of Exercise
0.25
Benefit
0.23
Target Muscle Group
0.21
Equipment Needed
0.16
Type of Muscle
0.10
cooking_method
0.08
Burns_Calories_Bin
0.07
Body Part
0.06
Gender
0.05
meal_type
0.04
diet_type
0.03
Workout_Type
0.03
Difficulty Level
0.02
MOST FREQUENT VALUES
156.86
2
0.2%
183.79
2
0.2%
241.42
2
0.2%
336.13
2
0.2%
235.77
2
0.2%
294.7
2
0.2%
312.71
2
0.2%
280.23
2
0.2%
169.0
2
0.2%
290.59
2
0.2%
423.45
2
0.2%
116.24
2
0.2%
465.6
2
0.2%
403.9
2
0.2%
392.41
2
0.2%
SMALLEST VALUES
96.98
1
0.1%
98.83
1
0.1%
98.98
1
0.1%
99.72
1
0.1%
100.45
1
0.1%
100.91
1
0.1%
101.64
1
0.1%
102.29
1
0.1%
103.79
1
0.1%
103.95
1
0.1%
104.14
1
0.1%
104.31
1
0.1%
104.51
1
0.1%
104.77
1
0.1%
104.91
1
0.1%
LARGEST VALUES
502.02
1
0.1%
501.58
1
0.1%
501.09
1
0.1%
500.88
1
0.1%
499.55
1
0.1%
498.97
1
0.1%
498.28
1
0.1%
497.44
1
0.1%
497.23
1
0.1%
497.19
1
0.1%
496.72
1
0.1%
496.32
1
0.1%
496.0
1
0.1%
495.87
1
0.1%
495.72
1
0.1%
cooking_method
MISSING:
---
TOP CATEGORIES
Baked
163
16%
Steamed
157
16%
Roasted
154
15%
Raw
142
14%
Fried
137
14%
Boiled
128
13%
Grilled
119
12%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cooking_method
PROVIDES INFORMATION ON...
meal_name
1.00
Benefit
0.05
Name of Exercise
0.04
Workout
0.04
Target Muscle Group
0.03
Equipment Needed
0.02
Type of Muscle
0.01
diet_type
0.01
meal_type
0.01
Body Part
0.01
Burns_Calories_Bin
0.01
Workout_Type
0.01
Difficulty Level
0.01
Gender
0.00

THESE FEATURES
GIVE INFORMATION
ON cooking_method:
Name of Exercise
0.09
Benefit
0.09
Workout
0.08
Target Muscle Group
0.06
Equipment Needed
0.04
Type of Muscle
0.02
diet_type
0.01
Body Part
0.01
meal_type
0.01
Burns_Calories_Bin
0.01
Workout_Type
0.01
Difficulty Level
0.00
Gender
0.00
meal_name
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cooking_method
CORRELATION RATIO WITH...
Resting_BPM
0.11
Age
0.11
expected_burn
0.10
Calories_Burned
0.10
Carbs
0.10
cal_from_macros
0.10
Proteins
0.10
Fats
0.10
Experience_Level
0.10
cook_time_min
0.10
Session_Duration (hours)
0.09
Sets
0.09
Physical exercise
0.09
Workout_Frequency (days/week)
0.09
prep_time_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Sets
-0.11
Resting_BPM
-0.09
cal_balance
-0.09
Weight (kg)
-0.08
Burns Calories (per 30 min)_bc
-0.08
protein_per_kg
0.08
Fat_Percentage
-0.08
Burns Calories (per 30 min)
-0.08
lean_mass_kg
-0.08
Calories
-0.07
BMI
-0.07
BMI_calc
-0.07
pct_maxHR
-0.06
Session_Duration (hours)
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.23
Workout
0.23
Benefit
0.22
Target Muscle Group
0.21
Equipment Needed
0.13
Type of Muscle
0.11
Body Part
0.08
meal_type
0.07
Burns_Calories_Bin
0.06
cooking_method
0.05
Gender
0.05
diet_type
0.04
Workout_Type
0.04
Difficulty Level
0.01
MOST FREQUENT VALUES
34.82
3
0.3%
33.26
3
0.3%
32.2
3
0.3%
55.0
3
0.3%
56.89
3
0.3%
27.67
2
0.2%
46.86
2
0.2%
14.92
2
0.2%
36.96
2
0.2%
22.78
2
0.2%
44.9
2
0.2%
45.01
2
0.2%
47.05
2
0.2%
50.01
2
0.2%
8.13
2
0.2%
SMALLEST VALUES
4.48
1
0.1%
4.66
1
0.1%
4.82
1
0.1%
4.94
1
0.1%
5.08
1
0.1%
5.16
1
0.1%
5.46
1
0.1%
5.73
1
0.1%
5.77
1
0.1%
5.8
1
0.1%
5.81
1
0.1%
5.91
1
0.1%
5.94
1
0.1%
5.95
1
0.1%
6.05
1
0.1%
LARGEST VALUES
60.9
1
0.1%
60.49
1
0.1%
60.41
1
0.1%
60.4
1
0.1%
60.3
1
0.1%
60.29
1
0.1%
60.24
1
0.1%
60.2
1
0.1%
60.18
1
0.1%
60.16
1
0.1%
60.09
1
0.1%
60.03
1
0.1%
60.01
1
0.1%
60.0
2
0.2%
59.98
1
0.1%
cook_time_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sodium_mg
-0.09
Experience_Level
-0.07
Workout_Frequency (days/week)
-0.06
Resting_BPM
-0.06
Age
-0.06
Water_Intake (liters)
0.05
Daily meals frequency
-0.04
protein_per_kg
0.03
expected_burn
-0.03
Calories_Burned
-0.03
Session_Duration (hours)
-0.03
cholesterol_mg
-0.02
Avg_BPM
-0.02
lean_mass_kg
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.27
Workout
0.24
Benefit
0.22
Equipment Needed
0.20
Target Muscle Group
0.18
cooking_method
0.10
Type of Muscle
0.09
Workout_Type
0.08
Body Part
0.07
meal_type
0.06
Difficulty Level
0.06
Burns_Calories_Bin
0.05
diet_type
0.05
Gender
0.02
MOST FREQUENT VALUES
38.69
2
0.2%
48.29
2
0.2%
12.79
2
0.2%
45.54
2
0.2%
25.26
2
0.2%
12.34
2
0.2%
80.9
2
0.2%
78.98
2
0.2%
60.04
2
0.2%
30.78
2
0.2%
87.77
2
0.2%
113.92
2
0.2%
9.58
2
0.2%
23.96
2
0.2%
23.49
2
0.2%
SMALLEST VALUES
4.17
1
0.1%
4.18
1
0.1%
5.72
1
0.1%
5.82
1
0.1%
5.84
1
0.1%
5.9
1
0.1%
6.27
1
0.1%
6.4
1
0.1%
6.44
1
0.1%
6.56
1
0.1%
6.61
1
0.1%
6.87
1
0.1%
6.98
1
0.1%
7.05
1
0.1%
7.06
1
0.1%
LARGEST VALUES
120.9
1
0.1%
120.73
1
0.1%
120.69
1
0.1%
120.67
1
0.1%
120.57
1
0.1%
119.88
1
0.1%
119.36
1
0.1%
119.29
1
0.1%
119.22
1
0.1%
119.17
1
0.1%
119.15
1
0.1%
119.14
1
0.1%
119.12
1
0.1%
119.09
1
0.1%
118.77
1
0.1%
rating
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Proteins
0.07
Carbs
0.07
cal_from_macros
0.07
Fats
0.07
Physical exercise
0.06
Calories_Burned
0.06
Max_BPM
-0.06
cholesterol_mg
0.05
Resting_BPM
-0.05
Water_Intake (liters)
0.05
Experience_Level
0.05
Session_Duration (hours)
0.04
serving_size_g
0.04
Burns Calories (per 30 min)
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Workout
0.24
Name of Exercise
0.23
Benefit
0.22
Target Muscle Group
0.19
Equipment Needed
0.15
Burns_Calories_Bin
0.11
Type of Muscle
0.08
Body Part
0.07
diet_type
0.06
cooking_method
0.05
Gender
0.05
Workout_Type
0.05
meal_type
0.04
Difficulty Level
0.03
MOST FREQUENT VALUES
1.51
11
1.1%
4.38
10
1.0%
2.91
10
1.0%
1.99
8
0.8%
2.99
8
0.8%
2.3
7
0.7%
3.82
7
0.7%
1.61
7
0.7%
2.31
7
0.7%
3.47
7
0.7%
1.9
7
0.7%
3.74
6
0.6%
3.09
6
0.6%
3.61
6
0.6%
2.0
6
0.6%
SMALLEST VALUES
0.93
1
0.1%
0.97
1
0.1%
0.98
2
0.2%
0.99
1
0.1%
1.0
2
0.2%
1.01
1
0.1%
1.02
1
0.1%
1.03
2
0.2%
1.06
2
0.2%
1.07
2
0.2%
1.08
1
0.1%
1.09
3
0.3%
1.1
5
0.5%
1.11
4
0.4%
1.13
2
0.2%
LARGEST VALUES
5.03
2
0.2%
5.01
1
0.1%
5.0
2
0.2%
4.99
1
0.1%
4.98
2
0.2%
4.96
2
0.2%
4.95
1
0.1%
4.94
1
0.1%
4.92
4
0.4%
4.91
4
0.4%
4.9
5
0.5%
4.89
5
0.5%
4.88
1
0.1%
4.87
2
0.2%
4.85
2
0.2%
Name of Exercise
MISSING:
---
TOP CATEGORIES
Shoulder Press
28
3%
Renegade Rows
26
3%
Glute Bridges
25
2%
Lat Pulldowns
24
2%
Prone Cobras
24
2%
Plank
23
2%
Lateral Raises
23
2%
Step-ups
22
2%
Box Jumps
22
2%
Dead Bugs
22
2%
Dips
21
2%
Superman
21
2%
Deadlifts
21
2%
Bench Press
20
2%
Inverted Rows
20
2%
Incline Push-ups
20
2%
Jumping Jacks
20
2%
(Other)
618
62%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Name of Exercise
PROVIDES INFORMATION ON...
meal_name
1.00
Workout
0.31
Benefit
0.30
Target Muscle Group
0.27
Equipment Needed
0.21
Type of Muscle
0.14
cooking_method
0.09
Body Part
0.09
diet_type
0.08
Workout_Type
0.07
Burns_Calories_Bin
0.06
Difficulty Level
0.05
meal_type
0.05
Gender
0.03

THESE FEATURES
GIVE INFORMATION
ON Name of Exercise:
Workout
0.31
Benefit
0.29
Target Muscle Group
0.24
Equipment Needed
0.16
Type of Muscle
0.09
cooking_method
0.04
Body Part
0.04
diet_type
0.04
Workout_Type
0.02
Burns_Calories_Bin
0.02
meal_type
0.02
Difficulty Level
0.01
Gender
0.01
meal_name
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
CORRELATION RATIO WITH...
sugar_g
0.27
cook_time_min
0.27
Burns Calories (per 30 min)
0.27
Sets
0.25
Physical exercise
0.25
pct_HRR
0.25
Water_Intake (liters)
0.25
Avg_BPM
0.25
serving_size_g
0.25
pct_maxHR
0.25
protein_per_kg
0.25
BMI_calc
0.25
BMI
0.25
Calories
0.25
Sets
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Burns Calories (per 30 min)
0.49
Burns Calories (per 30 min)_bc
0.33
Reps
0.19
expected_burn
0.18
prep_time_min
-0.11
sodium_mg
-0.09
Experience_Level
0.07
Workout_Frequency (days/week)
0.07
serving_size_g
-0.05
Daily meals frequency
-0.05
sugar_g
-0.05
Resting_BPM
0.03
Avg_BPM
-0.03
Fat_Percentage
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.25
Burns_Calories_Bin
0.25
Workout
0.23
Benefit
0.23
Target Muscle Group
0.20
Equipment Needed
0.12
Type of Muscle
0.11
cooking_method
0.09
diet_type
0.06
Body Part
0.06
Workout_Type
0.05
Difficulty Level
0.03
meal_type
0.02
Gender
0.01
MOST FREQUENT VALUES
4.0
151
15.1%
5.0
143
14.3%
5.01
132
13.2%
4.01
124
12.4%
3.99
107
10.7%
4.99
106
10.6%
5.02
45
4.5%
4.02
43
4.3%
4.98
41
4.1%
3.98
30
3.0%
3.0
17
1.7%
3.01
12
1.2%
2.99
11
1.1%
4.97
9
0.9%
4.03
8
0.8%
SMALLEST VALUES
2.98
4
0.4%
2.99
11
1.1%
3.0
17
1.7%
3.01
12
1.2%
3.02
1
0.1%
3.03
1
0.1%
3.96
1
0.1%
3.97
6
0.6%
3.98
30
3.0%
3.99
107
10.7%
4.0
151
15.1%
4.01
124
12.4%
4.02
43
4.3%
4.03
8
0.8%
4.97
9
0.9%
LARGEST VALUES
5.04
1
0.1%
5.03
7
0.7%
5.02
45
4.5%
5.01
132
13.2%
5.0
143
14.3%
4.99
106
10.6%
4.98
41
4.1%
4.97
9
0.9%
4.03
8
0.8%
4.02
43
4.3%
4.01
124
12.4%
4.0
151
15.1%
3.99
107
10.7%
3.98
30
3.0%
3.97
6
0.6%
Reps
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Burns Calories (per 30 min)
0.34
Burns Calories (per 30 min)_bc
0.29
Sets
0.19
expected_burn
0.17
Proteins
-0.13
cal_from_macros
-0.13
Carbs
-0.13
Fats
-0.13
cal_balance
-0.06
protein_per_kg
-0.05
Avg_BPM
-0.05
Session_Duration (hours)
0.05
Daily meals frequency
0.05
Experience_Level
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Workout
0.26
Name of Exercise
0.22
Burns_Calories_Bin
0.19
Target Muscle Group
0.19
Benefit
0.18
Equipment Needed
0.15
Type of Muscle
0.10
meal_type
0.09
Body Part
0.08
diet_type
0.05
cooking_method
0.04
Difficulty Level
0.04
Gender
0.02
Workout_Type
0.01
MOST FREQUENT VALUES
22.98
9
0.9%
19.96
9
0.9%
22.02
9
0.9%
22.0
9
0.9%
25.06
8
0.8%
22.99
8
0.8%
24.07
8
0.8%
22.01
8
0.8%
15.06
8
0.8%
16.97
8
0.8%
15.04
8
0.8%
15.02
8
0.8%
20.06
8
0.8%
24.02
7
0.7%
15.98
7
0.7%
SMALLEST VALUES
4.95
1
0.1%
4.97
1
0.1%
5.11
1
0.1%
7.93
1
0.1%
7.94
1
0.1%
8.0
1
0.1%
8.07
1
0.1%
9.89
1
0.1%
9.9
1
0.1%
9.94
1
0.1%
9.96
1
0.1%
9.99
1
0.1%
10.01
1
0.1%
10.03
1
0.1%
10.06
1
0.1%
LARGEST VALUES
25.19
1
0.1%
25.14
1
0.1%
25.13
1
0.1%
25.12
1
0.1%
25.11
3
0.3%
25.1
2
0.2%
25.09
3
0.3%
25.08
2
0.2%
25.07
2
0.2%
25.06
8
0.8%
25.05
3
0.3%
25.04
5
0.5%
25.03
5
0.5%
25.02
6
0.6%
25.01
4
0.4%
Benefit
MISSING:
---
TOP CATEGORIES
Targets biceps and forearms
32
3%
Advanced core exercise
30
3%
Strengthens lower abs and hip flexors
29
3%
Targets upper chest
29
3%
Strengthens shoulders
28
3%
Improves hip power and cardiovascular fitness
27
3%
Targets obliques and improves core rotation
25
2%
Improves balance and coordination
25
2%
Improves core stability and balance
24
2%
Strengthens triceps and chest
24
2%
Improves posture and strengthens upper back
24
2%
Improves cardiovascular fitness
24
2%
Strengthens lower abs
24
2%
Improves posture and back strength
24
2%
Builds upper body strength
23
2%
Isolates and strengthens triceps
23
2%
Improves balance and leg strength
23
2%
(Other)
562
56%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Benefit
PROVIDES INFORMATION ON...
meal_name
1.00
Workout
0.30
Name of Exercise
0.29
Target Muscle Group
0.25
Equipment Needed
0.18
Type of Muscle
0.15
cooking_method
0.09
Body Part
0.08
diet_type
0.08
Burns_Calories_Bin
0.06
Gender
0.05
meal_type
0.05
Workout_Type
0.05
Difficulty Level
0.05

THESE FEATURES
GIVE INFORMATION
ON Benefit:
Workout
0.30
Name of Exercise
0.30
Target Muscle Group
0.23
Equipment Needed
0.14
Type of Muscle
0.10
cooking_method
0.05
Body Part
0.04
diet_type
0.04
Burns_Calories_Bin
0.02
meal_type
0.02
Workout_Type
0.02
Difficulty Level
0.01
Gender
0.01
meal_name
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Benefit
CORRELATION RATIO WITH...
expected_burn
0.25
Calories_Burned
0.25
pct_maxHR
0.25
Session_Duration (hours)
0.25
pct_HRR
0.25
sugar_g
0.24
Max_BPM
0.24
Avg_BPM
0.24
serving_size_g
0.23
Sets
0.23
pct_carbs
0.22
prep_time_min
0.22
cook_time_min
0.22
rating
0.22
Burns Calories (per 30 min)
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Burns Calories (per 30 min)_bc
0.82
Sets
0.49
Reps
0.34
expected_burn
0.34
protein_per_kg
-0.13
Fat_Percentage
0.13
BMI
0.12
BMI_calc
0.12
Weight (kg)
0.12
Calories
0.11
lean_mass_kg
0.11
cal_balance
0.09
sugar_g
-0.08
prep_time_min
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Burns_Calories_Bin
0.62
Name of Exercise
0.27
Benefit
0.21
Target Muscle Group
0.20
Workout
0.20
Type of Muscle
0.15
Equipment Needed
0.12
Workout_Type
0.09
Body Part
0.09
diet_type
0.09
cooking_method
0.07
meal_type
0.05
Difficulty Level
0.05
Gender
0.03
MOST FREQUENT VALUES
338.92
3
0.3%
337.61
3
0.3%
334.73
3
0.3%
365.86
3
0.3%
333.38
3
0.3%
358.68
3
0.3%
335.3
3
0.3%
360.47
2
0.2%
366.77
2
0.2%
342.91
2
0.2%
347.53
2
0.2%
342.78
2
0.2%
347.26
2
0.2%
342.68
2
0.2%
349.32
2
0.2%
SMALLEST VALUES
130.49
1
0.1%
139.9
1
0.1%
148.13
1
0.1%
149.1
1
0.1%
149.68
1
0.1%
150.01
1
0.1%
155.6
1
0.1%
159.68
1
0.1%
164.07
1
0.1%
164.63
1
0.1%
170.23
1
0.1%
175.13
1
0.1%
179.41
1
0.1%
179.76
1
0.1%
179.77
1
0.1%
LARGEST VALUES
381.1
1
0.1%
379.56
1
0.1%
378.27
1
0.1%
377.61
1
0.1%
377.55
1
0.1%
376.23
1
0.1%
376.2
1
0.1%
375.81
1
0.1%
375.5
1
0.1%
375.45
1
0.1%
375.27
1
0.1%
375.25
1
0.1%
375.2
2
0.2%
374.58
1
0.1%
374.03
1
0.1%
Target Muscle Group
MISSING:
---
TOP CATEGORIES
Core
45
4%
Upper Chest, Triceps
40
4%
Biceps, Forearms
34
3%
Quadriceps, Glutes
34
3%
Lower Chest, Triceps
33
3%
Obliques, Core
33
3%
Chest, Triceps
33
3%
Lower Abs, Hip Flexors
32
3%
Full Core
32
3%
Lower Abs
31
3%
Calves
31
3%
Quadriceps, Hamstrings, Glutes
31
3%
Back, Hamstrings, Glutes
31
3%
Legs, Core
31
3%
Triceps
28
3%
Shoulders
28
3%
Quadriceps, Calves, Glutes
27
3%
(Other)
446
45%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Target Muscle Group
PROVIDES INFORMATION ON...
meal_name
1.00
Name of Exercise
0.24
Workout
0.23
Benefit
0.23
Equipment Needed
0.12
Type of Muscle
0.10
Body Part
0.06
cooking_method
0.06
diet_type
0.04
Workout_Type
0.04
Burns_Calories_Bin
0.04
meal_type
0.03
Difficulty Level
0.03
Gender
0.03

THESE FEATURES
GIVE INFORMATION
ON Target Muscle Group:
Name of Exercise
0.27
Workout
0.26
Benefit
0.25
Equipment Needed
0.10
Type of Muscle
0.07
Body Part
0.03
cooking_method
0.03
diet_type
0.02
Workout_Type
0.02
Burns_Calories_Bin
0.02
meal_type
0.01
Difficulty Level
0.01
Gender
0.01
meal_name
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Target Muscle Group
CORRELATION RATIO WITH...
protein_per_kg
0.23
BMI_calc
0.22
BMI
0.22
Age
0.22
Carbs
0.22
cal_from_macros
0.22
Proteins
0.22
Fats
0.22
Max_BPM
0.22
Weight (kg)
0.21
Burns Calories (per 30 min)_bc
0.21
Workout_Frequency (days/week)
0.21
serving_size_g
0.21
Fat_Percentage
0.21
Equipment Needed
MISSING:
---
TOP CATEGORIES
Dumbbells
59
6%
Wall
59
6%
Resistance Band
58
6%
Bench or Step
57
6%
Dumbbells or Barbell
55
6%
Step or Box
54
5%
Cable Machine or Resistance Band
53
5%
Pull-up Bar
52
5%
Resistance Band or Cable Machine
52
5%
Bench or Chair
51
5%
Bench, Barbell
49
5%
Low Bar or TRX
47
5%
Parallel Bars or Chair
46
5%
None or Dumbbell
46
5%
Kettlebell
45
4%
Bench or Sturdy Surface
45
4%
Cable Machine
44
4%
(Other)
128
13%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Equipment Needed
PROVIDES INFORMATION ON...
meal_name
1.00
Name of Exercise
0.16
Benefit
0.14
Workout
0.14
Target Muscle Group
0.10
Type of Muscle
0.05
cooking_method
0.04
diet_type
0.03
Body Part
0.02
meal_type
0.02
Difficulty Level
0.02
Burns_Calories_Bin
0.02
Workout_Type
0.02
Gender
0.01

THESE FEATURES
GIVE INFORMATION
ON Equipment Needed:
Name of Exercise
0.21
Workout
0.18
Benefit
0.18
Target Muscle Group
0.12
Type of Muscle
0.04
cooking_method
0.02
Body Part
0.02
diet_type
0.02
meal_type
0.01
Burns_Calories_Bin
0.01
Workout_Type
0.01
Difficulty Level
0.01
Gender
0.00
meal_name
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Equipment Needed
CORRELATION RATIO WITH...
cook_time_min
0.20
Physical exercise
0.18
serving_size_g
0.16
Max_BPM
0.16
Age
0.15
Calories_Burned
0.15
Proteins
0.15
rating
0.15
Carbs
0.15
cal_from_macros
0.15
Reps
0.15
Fats
0.15
Resting_BPM
0.14
Water_Intake (liters)
0.14
Difficulty Level
MISSING:
---
TOP CATEGORIES
Beginner
347
35%
Advanced
347
35%
Intermediate
306
31%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Difficulty Level
PROVIDES INFORMATION ON...
meal_name
1.00
Name of Exercise
0.01
Benefit
0.01
Workout
0.01
Target Muscle Group
0.01
Equipment Needed
0.01
Body Part
0.01
Type of Muscle
0.00
cooking_method
0.00
diet_type
0.00
Workout_Type
0.00
Burns_Calories_Bin
0.00
Gender
0.00
meal_type
0.00

THESE FEATURES
GIVE INFORMATION
ON Difficulty Level:
Name of Exercise
0.05
Benefit
0.05
Workout
0.05
Target Muscle Group
0.03
Equipment Needed
0.02
Type of Muscle
0.01
Body Part
0.01
cooking_method
0.01
diet_type
0.01
Workout_Type
0.00
Burns_Calories_Bin
0.00
meal_type
0.00
Gender
0.00
meal_name
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Difficulty Level
CORRELATION RATIO WITH...
Fat_Percentage
0.08
cook_time_min
0.06
Burns Calories (per 30 min)_bc
0.06
Daily meals frequency
0.05
sugar_g
0.05
Burns Calories (per 30 min)
0.05
Height (m)
0.05
expected_burn
0.05
BMI_calc
0.05
BMI
0.05
Reps
0.04
Workout_Frequency (days/week)
0.04
Session_Duration (hours)
0.03
Water_Intake (liters)
0.03
Body Part
MISSING:
---
TOP CATEGORIES
Chest
164
16%
Abs
162
16%
Shoulders
141
14%
Forearms
141
14%
Back
136
14%
Arms
135
14%
Legs
121
12%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Body Part
PROVIDES INFORMATION ON...
meal_name
1.00
Name of Exercise
0.04
Benefit
0.04
Workout
0.04
Target Muscle Group
0.03
Type of Muscle
0.02
Equipment Needed
0.02
cooking_method
0.01
Difficulty Level
0.01
meal_type
0.01
diet_type
0.01
Workout_Type
0.01
Burns_Calories_Bin
0.00
Gender
0.00

THESE FEATURES
GIVE INFORMATION
ON Body Part:
Name of Exercise
0.09
Workout
0.08
Benefit
0.08
Target Muscle Group
0.06
Equipment Needed
0.02
Type of Muscle
0.02
cooking_method
0.01
diet_type
0.01
meal_type
0.01
Workout_Type
0.01
Difficulty Level
0.01
Burns_Calories_Bin
0.00
Gender
0.00
meal_name
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Body Part
CORRELATION RATIO WITH...
Workout_Frequency (days/week)
0.11
Experience_Level
0.11
sodium_mg
0.11
expected_burn
0.10
Session_Duration (hours)
0.10
Water_Intake (liters)
0.10
Burns Calories (per 30 min)
0.09
Age
0.09
Fat_Percentage
0.09
cholesterol_mg
0.09
Resting_BPM
0.08
pct_carbs
0.08
Calories_Burned
0.08
protein_per_kg
0.08
Type of Muscle
MISSING:
---
TOP CATEGORIES
Lateral
87
9%
Posterior
85
8%
Anterior
84
8%
Wrist Extensors
83
8%
Lower
81
8%
Quads
79
8%
Middle
76
8%
Lats
74
7%
Upper
74
7%
Wrist Flexors
73
7%
Grip Strength
72
7%
Triceps
72
7%
Lower Chest
60
6%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Type of Muscle
PROVIDES INFORMATION ON...
meal_name
1.00
Benefit
0.10
Workout
0.09
Name of Exercise
0.09
Target Muscle Group
0.07
Equipment Needed
0.04
Body Part
0.02
Burns_Calories_Bin
0.02
cooking_method
0.02
diet_type
0.02
meal_type
0.02
Workout_Type
0.01
Difficulty Level
0.01
Gender
0.01

THESE FEATURES
GIVE INFORMATION
ON Type of Muscle:
Benefit
0.15
Workout
0.14
Name of Exercise
0.14
Target Muscle Group
0.10
Equipment Needed
0.05
Body Part
0.02
cooking_method
0.01
diet_type
0.01
Burns_Calories_Bin
0.01
meal_type
0.01
Workout_Type
0.01
Difficulty Level
0.00
Gender
0.00
meal_name
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Type of Muscle
CORRELATION RATIO WITH...
Avg_BPM
0.16
Burns Calories (per 30 min)
0.15
sodium_mg
0.15
pct_HRR
0.14
pct_maxHR
0.14
Burns Calories (per 30 min)_bc
0.14
protein_per_kg
0.13
Carbs
0.12
Fats
0.12
cal_from_macros
0.12
Proteins
0.12
Workout_Frequency (days/week)
0.12
Physical exercise
0.12
Fat_Percentage
0.12
Workout
MISSING:
---
TOP CATEGORIES
Triceps dips
32
3%
Bird dog
30
3%
Triceps pushdowns
29
3%
Donkey kicks
24
2%
Face pulls
24
2%
Dumbbell flyes
23
2%
Pull-ups
23
2%
Incline dumbbell press
23
2%
Plank
22
2%
Wrist curl
22
2%
Barbell hip thrusts
22
2%
Cable crossovers
22
2%
Concentration curls
22
2%
Hammer curl
21
2%
Fat grip dumbbell curl
21
2%
Crunches
21
2%
Incline cable crossovers
21
2%
(Other)
598
60%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Workout
PROVIDES INFORMATION ON...
meal_name
1.00
Name of Exercise
0.31
Benefit
0.30
Target Muscle Group
0.26
Equipment Needed
0.18
Type of Muscle
0.14
Body Part
0.08
cooking_method
0.08
diet_type
0.08
Workout_Type
0.06
meal_type
0.06
Burns_Calories_Bin
0.05
Difficulty Level
0.05
Gender
0.04

THESE FEATURES
GIVE INFORMATION
ON Workout:
Name of Exercise
0.31
Benefit
0.30
Target Muscle Group
0.23
Equipment Needed
0.14
Type of Muscle
0.09
Body Part
0.04
cooking_method
0.04
diet_type
0.04
Workout_Type
0.02
meal_type
0.02
Burns_Calories_Bin
0.02
Difficulty Level
0.01
Gender
0.01
meal_name
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Workout
CORRELATION RATIO WITH...
serving_size_g
0.27
Reps
0.26
cholesterol_mg
0.25
Physical exercise
0.25
Experience_Level
0.24
cook_time_min
0.24
pct_HRR
0.24
pct_maxHR
0.24
rating
0.24
Sets
0.23
Daily meals frequency
0.23
protein_per_kg
0.23
Age
0.23
prep_time_min
0.23
BMI_calc
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BMI
1.00
Fat_Percentage
0.90
Weight (kg)
0.86
Calories
0.83
lean_mass_kg
0.77
protein_per_kg
-0.65
cal_balance
0.64
Burns Calories (per 30 min)_bc
0.24
Water_Intake (liters)
0.23
Height (m)
-0.13
Burns Calories (per 30 min)
0.12
prep_time_min
-0.07
Daily meals frequency
0.06
expected_burn
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.25
Burns_Calories_Bin
0.24
Target Muscle Group
0.22
Workout
0.20
Benefit
0.18
Type of Muscle
0.11
Equipment Needed
0.10
diet_type
0.08
Workout_Type
0.07
Body Part
0.07
cooking_method
0.06
meal_type
0.06
Difficulty Level
0.05
Gender
0.00
MOST FREQUENT VALUES
21.0775
2
0.2%
25.32336537320517
2
0.2%
33.382716049382715
2
0.2%
22.437869822485208
2
0.2%
36.22095039889004
2
0.2%
21.703125
2
0.2%
22.15946624388955
2
0.2%
25.806760509432152
2
0.2%
19.687109537692628
1
0.1%
21.038015895815377
1
0.1%
30.743438547808992
1
0.1%
21.59239367106982
1
0.1%
26.71398891966759
1
0.1%
26.6934829637642
1
0.1%
21.1289470207425
1
0.1%
SMALLEST VALUES
12.037907057907596
1
0.1%
12.487654320987652
1
0.1%
12.981159542006102
1
0.1%
13.045583677685949
1
0.1%
13.370326331087329
1
0.1%
13.691244834710742
1
0.1%
13.69795918367347
1
0.1%
13.789141051422003
1
0.1%
13.81084518441438
1
0.1%
13.913469387755102
1
0.1%
13.920000000000002
1
0.1%
13.942857142857145
1
0.1%
14.037551020408165
1
0.1%
14.060642092746727
1
0.1%
14.100683499266564
1
0.1%
LARGEST VALUES
50.22954361328652
1
0.1%
48.311995122694704
1
0.1%
47.096418732782375
1
0.1%
47.02789208962048
1
0.1%
46.97887970615244
1
0.1%
46.91934209040611
1
0.1%
45.53636231673684
1
0.1%
45.36918934240364
1
0.1%
45.27232959231238
1
0.1%
45.21484374999999
1
0.1%
44.95703124999999
1
0.1%
44.90234374999999
1
0.1%
44.775948788294464
1
0.1%
44.52446273433927
1
0.1%
44.44444444444444
1
0.1%
cal_from_macros
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Carbs
1.00
Fats
1.00
Proteins
1.00
Physical exercise
0.64
protein_per_kg
0.62
Reps
-0.13
Daily meals frequency
0.12
sugar_g
0.10
rating
0.07
Experience_Level
0.06
Burns Calories (per 30 min)
-0.06
Calories_Burned
0.06
Workout_Frequency (days/week)
0.05
Fat_Percentage
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.24
Target Muscle Group
0.22
Workout
0.22
Benefit
0.19
Equipment Needed
0.15
Type of Muscle
0.12
Burns_Calories_Bin
0.11
cooking_method
0.10
diet_type
0.09
Workout_Type
0.06
Body Part
0.06
meal_type
0.04
Gender
0.03
Difficulty Level
0.02
MOST FREQUENT VALUES
2165.65
1
0.1%
2176.27
1
0.1%
2173.64
1
0.1%
1922.12
1
0.1%
2392.11
1
0.1%
2334.75
1
0.1%
2499.4
1
0.1%
2467.52
1
0.1%
1769.83
1
0.1%
1878.83
1
0.1%
2695.6500000000005
1
0.1%
1948.19
1
0.1%
1912.45
1
0.1%
1767.63
1
0.1%
1375.86
1
0.1%
SMALLEST VALUES
1119.61
1
0.1%
1205.72
1
0.1%
1216.96
1
0.1%
1221.02
1
0.1%
1223.5
1
0.1%
1230.21
1
0.1%
1235.01
1
0.1%
1238.84
1
0.1%
1243.54
1
0.1%
1243.61
1
0.1%
1252.9299999999998
1
0.1%
1254.46
1
0.1%
1273.41
1
0.1%
1283.77
1
0.1%
1291.93
1
0.1%
LARGEST VALUES
3695.12
1
0.1%
3678.44
1
0.1%
3508.24
1
0.1%
3502.0200000000004
1
0.1%
3468.88
1
0.1%
3450.12
1
0.1%
3444.04
1
0.1%
3435.66
1
0.1%
3383.2200000000003
1
0.1%
3382.92
1
0.1%
3282.93
1
0.1%
3279.35
1
0.1%
3273.9
1
0.1%
3221.16
1
0.1%
3212.24
1
0.1%
pct_carbs
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Burns Calories (per 30 min)_bc
0.05
Carbs
0.04
Burns Calories (per 30 min)
0.04
Avg_BPM
-0.04
Physical exercise
0.04
Calories
0.04
lean_mass_kg
0.03
cal_from_macros
0.03
pct_HRR
-0.03
Weight (kg)
0.03
prep_time_min
0.03
pct_maxHR
-0.03
sodium_mg
0.03
Height (m)
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.23
Benefit
0.22
Workout
0.20
Target Muscle Group
0.18
Equipment Needed
0.13
Type of Muscle
0.11
diet_type
0.08
Body Part
0.08
cooking_method
0.08
Workout_Type
0.07
Burns_Calories_Bin
0.06
Gender
0.03
meal_type
0.03
Difficulty Level
0.01
MOST FREQUENT VALUES
0.4991572968854616
1
0.1%
0.4979345393724125
1
0.1%
0.501996650779338
1
0.1%
0.4985536803113229
1
0.1%
0.5007294815037769
1
0.1%
0.5025291787129242
1
0.1%
0.4993838521245099
1
0.1%
0.5006808455453249
1
0.1%
0.4969742856658549
1
0.1%
0.5000133061532975
1
0.1%
0.4991152412219686
1
0.1%
0.5007109162863992
1
0.1%
0.4983136814034353
1
0.1%
0.4982264387909234
1
0.1%
0.5011847135609727
1
0.1%
SMALLEST VALUES
0.4949912751244102
1
0.1%
0.4951345814601945
1
0.1%
0.4952890304961311
1
0.1%
0.4953408318533622
1
0.1%
0.4953535701594753
1
0.1%
0.4957295667416035
1
0.1%
0.4958085153320097
1
0.1%
0.4962087841755329
1
0.1%
0.4963058913836116
1
0.1%
0.4964065633279176
1
0.1%
0.4964348226623676
1
0.1%
0.4965079765167984
1
0.1%
0.4965153013239443
1
0.1%
0.4965347688786216
1
0.1%
0.4965357566636761
1
0.1%
LARGEST VALUES
0.5047568268977523
1
0.1%
0.5046520000757964
1
0.1%
0.5041471874528729
1
0.1%
0.5039048840191165
1
0.1%
0.5038868527736752
1
0.1%
0.5038212296148453
1
0.1%
0.5037437020972108
1
0.1%
0.5035895863672364
1
0.1%
0.503342891062713
1
0.1%
0.5033007595296122
1
0.1%
0.5032354554065507
1
0.1%
0.5032062895034997
1
0.1%
0.5031947712418301
1
0.1%
0.5031092476562868
1
0.1%
0.5030589184409083
1
0.1%
protein_per_kg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Weight (kg)
-0.74
lean_mass_kg
-0.73
Calories
-0.70
BMI
-0.65
BMI_calc
-0.65
Fat_Percentage
-0.62
Fats
0.62
Proteins
0.62
cal_from_macros
0.62
Carbs
0.62
cal_balance
-0.52
Physical exercise
0.36
Water_Intake (liters)
-0.30
Height (m)
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.25
Target Muscle Group
0.23
Workout
0.23
Burns_Calories_Bin
0.21
Benefit
0.16
Equipment Needed
0.14
Type of Muscle
0.13
meal_type
0.09
cooking_method
0.08
Body Part
0.08
diet_type
0.08
Workout_Type
0.08
Difficulty Level
0.02
Gender
0.02
MOST FREQUENT VALUES
2.031859070464768
1
0.1%
1.5194425087108014
1
0.1%
1.937612047328792
1
0.1%
1.8574455788865345
1
0.1%
1.3580120550437846
1
0.1%
1.5173361245584194
1
0.1%
1.210710128055879
1
0.1%
1.86451221362464
1
0.1%
0.8412937194433998
1
0.1%
1.5771428571428572
1
0.1%
2.190699935191186
1
0.1%
1.2265417247055843
1
0.1%
1.502423010786306
1
0.1%
0.8393430243534076
1
0.1%
1.56056146705909
1
0.1%
SMALLEST VALUES
0.5275713727023856
1
0.1%
0.5494217564148898
1
0.1%
0.5500900900900901
1
0.1%
0.5599580374435119
1
0.1%
0.5951895957380131
1
0.1%
0.5987436199450334
1
0.1%
0.6283573374854028
1
0.1%
0.6325278097429996
1
0.1%
0.6341728855721394
1
0.1%
0.6364074860119622
1
0.1%
0.6475684511646915
1
0.1%
0.6486264862648626
1
0.1%
0.6516141429669484
1
0.1%
0.6523474624596085
1
0.1%
0.6537264237319172
1
0.1%
LARGEST VALUES
3.6282259939548944
1
0.1%
3.5987611837577425
1
0.1%
3.432532805149789
1
0.1%
3.1980956323742493
1
0.1%
3.163274964505443
1
0.1%
3.151201130475742
1
0.1%
3.113460183227625
1
0.1%
3.11152677110124
1
0.1%
3.1020360402527505
1
0.1%
3.100680591410468
1
0.1%
3.068894483863585
1
0.1%
2.9531180893409994
1
0.1%
2.937984496124032
1
0.1%
2.9288574793875144
1
0.1%
2.8875698324022343
1
0.1%
pct_HRR
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pct_maxHR
0.99
Avg_BPM
0.86
Max_BPM
-0.49
sugar_g
-0.10
Resting_BPM
-0.06
Burns Calories (per 30 min)
-0.05
Burns Calories (per 30 min)_bc
-0.05
prep_time_min
-0.05
Water_Intake (liters)
-0.05
Height (m)
-0.04
Carbs
-0.04
Proteins
-0.04
cal_from_macros
-0.04
Fats
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.25
Benefit
0.25
Workout
0.24
Target Muscle Group
0.18
Type of Muscle
0.14
Equipment Needed
0.12
Burns_Calories_Bin
0.08
Gender
0.07
diet_type
0.07
Body Part
0.05
Workout_Type
0.05
meal_type
0.03
cooking_method
0.03
Difficulty Level
0.02
MOST FREQUENT VALUES
0.6677425862416785
1
0.1%
0.9659733704638412
1
0.1%
0.6118645412007295
1
0.1%
0.946941260018261
1
0.1%
0.411612115663386
1
0.1%
0.6540218984395206
1
0.1%
0.5304627345443672
1
0.1%
0.8354145854145856
1
0.1%
0.5504927975739196
1
0.1%
0.737962088750091
1
0.1%
0.6243820539128812
1
0.1%
0.4707340476571247
1
0.1%
0.5688976377952756
1
0.1%
0.551311202061543
1
0.1%
0.7034724337496193
1
0.1%
SMALLEST VALUES
0.384548679542767
1
0.1%
0.396343352959405
1
0.1%
0.4103343465045592
1
0.1%
0.4112592857782153
1
0.1%
0.411612115663386
1
0.1%
0.4119015659955257
1
0.1%
0.4205004035512511
1
0.1%
0.4212011285771866
1
0.1%
0.4280911774352245
1
0.1%
0.4339062359398902
1
0.1%
0.4343116990491939
1
0.1%
0.4345904005774089
1
0.1%
0.4401209208588482
1
0.1%
0.4415673171842965
1
0.1%
0.4446835349113304
1
0.1%
LARGEST VALUES
1.0634446725135287
1
0.1%
1.0608679490753643
1
0.1%
1.053091761312421
1
0.1%
1.0526370648321866
1
0.1%
1.0520580023417094
1
0.1%
1.0520186335403727
1
0.1%
1.05165887330216
1
0.1%
1.0513246868418136
1
0.1%
1.0510003572704538
1
0.1%
1.0495272399819902
1
0.1%
1.0414238134887592
1
0.1%
1.0241365777080065
1
0.1%
1.022572402044293
1
0.1%
1.0214369096890588
1
0.1%
1.0200584618486035
1
0.1%
pct_maxHR
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pct_HRR
0.99
Avg_BPM
0.85
Max_BPM
-0.54
sugar_g
-0.09
Resting_BPM
0.07
prep_time_min
-0.06
Burns Calories (per 30 min)_bc
-0.05
Water_Intake (liters)
-0.05
Burns Calories (per 30 min)
-0.04
Carbs
-0.03
Proteins
-0.03
cal_from_macros
-0.03
Fats
-0.03
Daily meals frequency
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Name of Exercise
0.25
Benefit
0.25
Workout
0.24
Target Muscle Group
0.19
Type of Muscle
0.14
Equipment Needed
0.12
Burns_Calories_Bin
0.08
diet_type
0.07
Gender
0.07
Workout_Type
0.05
Body Part
0.05
meal_type
0.04
cooking_method
0.03
Difficulty Level
0.02
MOST FREQUENT VALUES
0.8041733547351525
1
0.1%
0.9765727980826844
1
0.1%
0.7233465234595816
1
0.1%
0.9689835132250028
1
0.1%
0.6107016658253408
1
0.1%
0.7666589138271892
1
0.1%
0.6743571132310244
1
0.1%
0.8884122594118644
1
0.1%
0.6741591558584304
1
0.1%
0.8165641364583863
1
0.1%
0.7739672204759765
1
0.1%
0.6587792555933603
1
0.1%
0.7233870560299096
1
0.1%
0.6748681898066783
1
0.1%
0.8015998369592908
1
0.1%
SMALLEST VALUES
0.6023926812104152
1
0.1%
0.6052285598705501
1
0.1%
0.6067030082778114
1
0.1%
0.6107016658253408
1
0.1%
0.6160476092756003
1
0.1%
0.6179465315744596
1
0.1%
0.6235384222619352
1
0.1%
0.6262161043262264
1
0.1%
0.6272798129384256
1
0.1%
0.628558286911637
1
0.1%
0.6303804064616988
1
0.1%
0.6313045222099669
1
0.1%
0.6316749153425372
1
0.1%
0.6326240387654061
1
0.1%
0.6354404671236356
1
0.1%
LARGEST VALUES
1.0424389939462024
1
0.1%
1.0408838399600524
1
0.1%
1.0363692497684471
1
0.1%
1.035681214889808
1
0.1%
1.0350500276226138
1
0.1%
1.033921302578019
1
0.1%
1.031000613873542
1
0.1%
1.0285488190893597
1
0.1%
1.0283134000488163
1
0.1%
1.0282145033516148
1
0.1%
1.0247112877188624
1
0.1%
1.0152870991797167
1
0.1%
1.013251656457057
1
0.1%
1.0126100255946064
1
0.1%
1.0120452757097027
1
0.1%
cal_balance
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Weight (kg)
0.75
Calories
0.72
lean_mass_kg
0.71
Calories_Burned
-0.65
BMI
0.64
BMI_calc
0.64
Fat_Percentage
0.60
protein_per_kg
-0.52
Session_Duration (hours)
-0.51
expected_burn
-0.45
Experience_Level
-0.43
Workout_Frequency (days/week)
-0.33
Height (m)
0.29
Burns Calories (per 30 min)_bc
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Workout_Type
0.39
Name of Exercise
0.24
Workout
0.21
Target Muscle Group
0.21
Benefit
0.20
Burns_Calories_Bin
0.20
Equipment Needed
0.13
Type of Muscle
0.11
diet_type
0.09
cooking_method
0.06
meal_type
0.06
Body Part
0.05
Gender
0.02
Difficulty Level
0.01
MOST FREQUENT VALUES
-391.0999999999999
2
0.2%
718.8
2
0.2%
97.38000000000012
1
0.1%
354.3299999999999
1
0.1%
375.02
1
0.1%
340.04999999999995
1
0.1%
820.49
1
0.1%
1572.08
1
0.1%
-61.72000000000003
1
0.1%
1497.93
1
0.1%
807.78
1
0.1%
-848.9899999999998
1
0.1%
378.19000000000005
1
0.1%
1017.87
1
0.1%
1811.8
1
0.1%
SMALLEST VALUES
-1234.1999999999998
1
0.1%
-1153.5100000000002
1
0.1%
-1045.91
1
0.1%
-1004.1
1
0.1%
-965.4
1
0.1%
-943.9299999999998
1
0.1%
-937.21
1
0.1%
-896.6100000000001
1
0.1%
-887.0999999999999
1
0.1%
-855.94
1
0.1%
-848.9899999999998
1
0.1%
-842.78
1
0.1%
-777.25
1
0.1%
-769.7800000000002
1
0.1%
-767.2199999999998
1
0.1%
LARGEST VALUES
2853.42
1
0.1%
2724.44
1
0.1%
2712.34
1
0.1%
2707.0
1
0.1%
2706.26
1
0.1%
2656.75
1
0.1%
2633.6
1
0.1%
2578.92
1
0.1%
2575.64
1
0.1%
2561.4
1
0.1%
2552.25
1
0.1%
2549.79
1
0.1%
2543.78
1
0.1%
2541.88
1
0.1%
2534.01
1
0.1%
lean_mass_kg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Weight (kg)
0.98
Calories
0.96
BMI
0.77
BMI_calc
0.77
protein_per_kg
-0.73
cal_balance
0.71
Fat_Percentage
0.66
Height (m)
0.51
Water_Intake (liters)
0.44
Burns Calories (per 30 min)_bc
0.25
Burns Calories (per 30 min)
0.11
prep_time_min
-0.08
Daily meals frequency
0.07
expected_burn
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Burns_Calories_Bin
0.26
Name of Exercise
0.24
Target Muscle Group
0.21
Workout
0.19
Benefit
0.17
Equipment Needed
0.13
Type of Muscle
0.09
cooking_method
0.07
Workout_Type
0.07
Body Part
0.07
meal_type
0.07
diet_type
0.06
Gender
0.00
Difficulty Level
0.00
MOST FREQUENT VALUES
41.48138393870542
1
0.1%
52.92165235950102
1
0.1%
42.42240528182384
1
0.1%
41.26528380944493
1
0.1%
59.2235764000216
1
0.1%
56.33577219768528
1
0.1%
67.17894184492381
1
0.1%
52.2588151210495
1
0.1%
74.10901335618549
1
0.1%
45.83080973169878
1
0.1%
43.66675241310846
1
0.1%
54.43885216757268
1
0.1%
49.8762825986227
1
0.1%
68.861
1
0.1%
35.82674293623003
1
0.1%
SMALLEST VALUES
31.96587525611913
1
0.1%
32.23225457011724
1
0.1%
32.32147629669821
1
0.1%
32.48052403001631
1
0.1%
33.338549413363246
1
0.1%
33.580279167073115
1
0.1%
33.61161803182466
1
0.1%
33.79400735992315
1
0.1%
33.79778609930699
1
0.1%
33.90698783849427
1
0.1%
33.9110577110351
1
0.1%
33.940042347610266
1
0.1%
33.99921885643165
1
0.1%
34.09241085016687
1
0.1%
34.195912967241746
1
0.1%
LARGEST VALUES
87.00857791384449
1
0.1%
86.98399660038872
1
0.1%
86.41967922643147
1
0.1%
86.14877405796175
1
0.1%
86.00666906440689
1
0.1%
85.91750606308277
1
0.1%
85.35386818122633
1
0.1%
85.22550493051341
1
0.1%
84.63
1
0.1%
84.331
1
0.1%
84.01913346547242
1
0.1%
83.517029976646
1
0.1%
83.44628443572365
1
0.1%
83.343
1
0.1%
83.265
1
0.1%
expected_burn
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Session_Duration (hours)
0.94
Calories_Burned
0.76
Experience_Level
0.73
Workout_Frequency (days/week)
0.61
cal_balance
-0.45
Burns Calories (per 30 min)
0.34
Water_Intake (liters)
0.29
Burns Calories (per 30 min)_bc
0.25
Sets
0.18
Reps
0.17
cholesterol_mg
0.10
Calories
0.10
Physical exercise
0.08
Daily meals frequency
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Benefit
0.25
Burns_Calories_Bin
0.24
Name of Exercise
0.24
Workout
0.21
Target Muscle Group
0.18
Equipment Needed
0.13
Body Part
0.10
cooking_method
0.10
Workout_Type
0.10
Type of Muscle
0.09
meal_type
0.07
Difficulty Level
0.05
diet_type
0.04
Gender
0.00
MOST FREQUENT VALUES
945.0534
2
0.2%
689.5438
2
0.2%
732.0672000000001
2
0.2%
1287.6396
2
0.2%
1285.5744000000002
2
0.2%
1073.5964
1
0.1%
858.3402
1
0.1%
377.9328
1
0.1%
916.158
1
0.1%
705.0144
1
0.1%
866.7620000000001
1
0.1%
1227.7782
1
0.1%
1019.418
1
0.1%
925.236
1
0.1%
1006.548
1
0.1%
SMALLEST VALUES
306.2144
1
0.1%
311.194
1
0.1%
328.9408
1
0.1%
333.98400000000004
1
0.1%
334.77379999999994
1
0.1%
338.17
1
0.1%
338.2768
1
0.1%
339.02259999999995
1
0.1%
339.48
1
0.1%
344.4936
1
0.1%
347.1
1
0.1%
352.0192
1
0.1%
360.5126
1
0.1%
370.3752
1
0.1%
372.6756
1
0.1%
LARGEST VALUES
1457.4384
1
0.1%
1454.8248
1
0.1%
1452.4091999999998
1
0.1%
1417.6402
1
0.1%
1405.9392
1
0.1%
1390.32
1
0.1%
1383.8
1
0.1%
1383.22
1
0.1%
1381.68
1
0.1%
1381.1852
1
0.1%
1379.4281999999998
1
0.1%
1379.371
1
0.1%
1373.44
1
0.1%
1372.8862
1
0.1%
1365.4982
1
0.1%
Burns Calories (per 30 min)_bc
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Burns Calories (per 30 min)
0.82
Sets
0.33
Reps
0.29
Weight (kg)
0.26
lean_mass_kg
0.25
expected_burn
0.25
Calories
0.25
BMI
0.24
BMI_calc
0.24
Fat_Percentage
0.22
cal_balance
0.20
protein_per_kg
-0.18
Water_Intake (liters)
0.09
prep_time_min
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Burns_Calories_Bin
0.91
Name of Exercise
0.24
Target Muscle Group
0.21
Benefit
0.21
Workout
0.16
Type of Muscle
0.14
diet_type
0.12
Equipment Needed
0.11
Body Part
0.08
Workout_Type
0.07
cooking_method
0.07
Difficulty Level
0.06
meal_type
0.04
Gender
0.00
MOST FREQUENT VALUES
6.650606709027258e+19
3
0.3%
6.443536898687805e+19
3
0.3%
6.008087021011169e+19
3
0.3%
1.2422232066604432e+20
3
0.3%
5.813021660346998e+19
3
0.3%
1.0565295405805168e+20
3
0.3%
6.092158093963998e+19
3
0.3%
1.1003799346299296e+20
2
0.2%
1.26769092420641e+20
2
0.2%
7.317747467604351e+19
2
0.2%
8.163026093645118e+19
2
0.2%
7.295118808352087e+19
2
0.2%
8.111368002035637e+19
2
0.2%
7.277753973834586e+19
2
0.2%
8.512865281406583e+19
2
0.2%
SMALLEST VALUES
2.7792227685165944e+16
1
0.1%
4.895797854949962e+16
1
0.1%
7.79437723222208e+16
1
0.1%
8.219521419616238e+16
1
0.1%
8.48334127614912e+16
1
0.1%
8.636739558890469e+16
1
0.1%
1.1632260903448835e+17
1
0.1%
1.4360374416345533e+17
1
0.1%
1.790854438025286e+17
1
0.1%
1.84123418015854e+17
1
0.1%
2.417708437974197e+17
1
0.1%
3.046355137124163e+17
1
0.1%
3.708492694750832e+17
1
0.1%
3.7678411178541184e+17
1
0.1%
3.769548967976286e+17
1
0.1%
LARGEST VALUES
1.733809409367427e+20
1
0.1%
1.67738969075146e+20
1
0.1%
1.631376235295088e+20
1
0.1%
1.6082658928261638e+20
1
0.1%
1.6061792762103117e+20
1
0.1%
1.5608710126981877e+20
1
0.1%
1.5598544574969188e+20
1
0.1%
1.5466920324836747e+20
1
0.1%
1.5362992521199606e+20
1
0.1%
1.534628751770505e+20
1
0.1%
1.5286281468452736e+20
1
0.1%
1.5279626862258736e+20
1
0.1%
1.526300147254015e+20
2
0.2%
1.505816212288717e+20
1
0.1%
1.4878474023077868e+20
1
0.1%
Burns_Calories_Bin
MISSING:
---
TOP CATEGORIES
Medium
255
26%
Low
254
25%
High
253
25%
Very High
238
24%
ALL
1,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Burns_Calories_Bin
PROVIDES INFORMATION ON...
meal_name
1.00
Name of Exercise
0.02
Benefit
0.02
Workout
0.02
Target Muscle Group
0.02
Type of Muscle
0.01
Equipment Needed
0.01
Workout_Type
0.01
cooking_method
0.01
diet_type
0.00
Body Part
0.00
Difficulty Level
0.00
meal_type
0.00
Gender
0.00

THESE FEATURES
GIVE INFORMATION
ON Burns_Calories_Bin:
Name of Exercise
0.06
Benefit
0.06
Workout
0.05
Target Muscle Group
0.04
Type of Muscle
0.02
Equipment Needed
0.02
cooking_method
0.01
Workout_Type
0.01
diet_type
0.00
Body Part
0.00
meal_type
0.00
Difficulty Level
0.00
Gender
0.00
meal_name
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Burns_Calories_Bin
CORRELATION RATIO WITH...
Burns Calories (per 30 min)_bc
0.91
Burns Calories (per 30 min)
0.62
Weight (kg)
0.27
lean_mass_kg
0.26
Calories
0.26
Sets
0.25
BMI
0.24
BMI_calc
0.24
expected_burn
0.24
Fat_Percentage
0.22
protein_per_kg
0.21
cal_balance
0.20
Reps
0.19
Water_Intake (liters)
0.14